From 2e186605f7cb9a816f54632af068ea5448a618a3 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Petr=C3=B4nio=20C=C3=A2ndido?= Date: Wed, 12 Dec 2018 19:35:02 -0200 Subject: [PATCH] Single partitioner; documentation update --- docs/build/doctrees/environment.pickle | Bin 2228331 -> 2231070 bytes docs/build/doctrees/pyFTS.common.doctree | Bin 392396 -> 396390 bytes .../pyFTS.models.multivariate.doctree | Bin 113390 -> 114948 bytes .../build/doctrees/pyFTS.partitioners.doctree | Bin 102723 -> 104464 bytes .../html/_modules/pyFTS/common/FuzzySet.html | 14 +++- .../_modules/pyFTS/common/Membership.html | 2 +- .../html/_modules/pyFTS/common/flrg.html | 6 +- .../build/html/_modules/pyFTS/common/fts.html | 16 +++- .../pyFTS/models/multivariate/cmvfts.html | 10 ++- .../pyFTS/models/multivariate/common.html | 6 ++ .../html/_modules/pyFTS/models/pwfts.html | 18 ++-- .../pyFTS/partitioners/partitioner.html | 13 +-- .../html/_sources/pyFTS.partitioners.rst.txt | 8 ++ docs/build/html/genindex.html | 14 +++- docs/build/html/objects.inv | Bin 6092 -> 6135 bytes docs/build/html/pyFTS.common.html | 30 ++++++- docs/build/html/pyFTS.html | 1 + .../build/html/pyFTS.models.multivariate.html | 5 ++ docs/build/html/pyFTS.partitioners.html | 10 +++ docs/build/html/searchindex.js | 2 +- docs/pyFTS.partitioners.rst | 8 ++ pyFTS/common/FuzzySet.py | 14 +++- pyFTS/common/Membership.py | 2 +- pyFTS/partitioners/Simple.py | 78 ++++++++++++++++++ pyFTS/partitioners/partitioner.py | 11 ++- pyFTS/tests/general.py | 25 +++--- 26 files changed, 243 insertions(+), 50 deletions(-) create mode 100644 pyFTS/partitioners/Simple.py diff --git a/docs/build/doctrees/environment.pickle b/docs/build/doctrees/environment.pickle index b6b3ac8b0f5b84765125707d3c01539deeb2b18c..61228b2a2d735f026b915c4adb74761967df8004 100644 GIT binary patch literal 2231070 zcmd443!EIqbuTRQ5FilmHwG4CKs+=nKoSUqq}8roNGlet1U5k#_ssO}^lD~$n4Zz@ z65!g{0R#h5>>+XDB>s{ce{tgY6+3p`H~I2ToH%yu*ol*ymv4OI*f&mylQ`jb`A$8$ zyQ)rAcU8}7ZU26jL{HVfPM!a$s#B+4Z$0hh(^tH11^Hk9!l+#jS_>t=bu{RNt)}1V z4*KVB?*)z84&l?g1~cQ#PVi?ZoOA&12AarYE~ZP?skGoX*LXJ8@|`_8jIba8V&sZnGLTs+apr!@1N1` zgmZosm_D6SGU%UG4cm*IV73n5cHXh>_PcKzne?h)8UDx~s8*v9%=)dWKjO7&BNJZN z8=0;K^us={0vrR+iz91C4(*)W1%GYtc#j8-LH`V>Hqqap|GL}ZzdAlh6hS3Uy}h)4 z&_B29H`@)b>qq4_r~-7{UsX=N4Ll%@T1q+U&CCP~0{zA3UtN8>Ce&npJEK?hU8Xm0onw6+jtH8fY6Vv5s5ZVXDoZDWUC1xL$qwZn@ z#9JA2xT@Z5Hp<<)--NGcR)WWQf(z5{<*?nQ76O)Y7X91^XTw4N0`gb6?t8VMHG4;? z-2y{ApZ*?oJzylM@=EsKP^k;Z&vn1iE>}QHEsqvT>7ms;m#Au?3_7I35>q{oeS)8R z>>HSA{kHyDG*byugKg1&k4*3+P&A=q+wk13YTGhYz<;@&=RYifGTz*oEhQ9T7srL z8AMeuMz7_Ey@-~5pzdG*W;2Y^HPw~Oj&!GjCSxJNEdi}G? z^IoSl(`!`+`|H>3-Oyh(6ZTp)VwTb1IAM-8pZa3k?*O%46S}TuSnCl9d3!2>Nmjf{ z&W^PB0s3ONxF?yENuv8v_|Zmr>^`Vy)Dq6pS$Y8OC@^P*IRGBxBfKwXZgP`9({Yg%l`RO>!<1q?4N&s*`E3n z^q)U*%~d1yr`SI$ANuWH|D2lN_F|o?Q(a4QPSD6#1{3KjVRI)BLr z_*Kvs!B3|`uLPgIcW?m4hUbWVuOID2ol)B6MjJr|oHEkw-C5c=S_5-l3ytXr>B^b2 zHcH$P=z|9RyPdL?q16Z7a+zd3Q9nk?-Qon0+QjIQR*Ooow&EXDX9E{YcP_M&Uog?wz$!Z^4i5 ztWlhC%X%Ss9_xAFJNmN}Wm{2{mKPlLDa6*I5Qn-!W4NkJLJ!=7(RH}0P^KxwLCdO$ zwgQ?Y<2y9aQL0%o5~kmVtDoGuo+qtqv!#fPcG889cETuX_#G2TYebey>?H|D@OOppW*7O22<> zdSdKBn!5mX(^DJPt)rO>PzO^!>JO3`2E}meL}{Dc(dxj!PG@sPHNd~?7|DF1{sQUSC!N&DeU*3)F-j*5vHMCz+C3DW#PB9dsJXC0eNC88 zf#1q#8BUD2eoRk&q9->8k?TpA6^%+&+h;B=fsz)K}Lj`+qcrbA$OEH%~z*ZCsScqI%b1-R2;FhAk5F_bz zDs=Kq>szSR%OXnlyadKF)9BFY!HN1y#F%#$VL9%JL_03ja1$WGQmEptWMWDFq~GE$ ziQAaW+8V51G}~bmblJq_8Vx=SJAOB4vIG-D=_N6$Lj7Z+6^Z*HnQA67+0L4!PBD=w z#d%;T6;1O9+a416kNel-#3T za%x$;BGX}~>(|DUSY>fiTa+t}<;yOfTW=6Nwpqu4$@3RUq87h!&hzemngDlk21a6ZW4&R=STeVxe;Mt{iQK){f ztir;Rg~YFivG{J*6T9}Xk_17#8HmCMREM^6A89OH?9sf1svpGiyUokF{E=7ld?vYI zuZ1*8>}(h!=3y%WQNxM)6U5dFdG_L3*l4wxOg##DO%hl#ehe?yd@5HV_gj)H#VRy= zk+7t;ID9=>cTX+bZJgk?DajTOTEo|pE|tPMDzmkx+y@R}Y7vd@?!m$_Gke>nuM2y) zjm44#JI5!fjvYNoVNG~+8iuKc-{o$t+W;uZB3Y1|n(gVSFmKBa=i%kWe#w*g0j8i&QK7IOjJ=9Lo44p`cQ9bU8{^!jH)(2H!9s=LRqD^q-3!IA>Qgc2w!(kUZG%6c&g1Y`yqiL*3*XK+w}&Kt6Z`>!&fO1xgMf4U z;BUyhpZzt({yM<^I!OQO%{>Hv&pix(fDF&&%dncMo9`Kr^{V{FWSXJS#br8{FB9MN zk}j{0XvH%pW0H1Jl*No*q)V7xJaMnsQrWBXlVax9bJXNy}tD zF{I4>e3?finT624UhMqjO!6NcQt}t`C4Yk?xfI6L%Wji_N&hoLO8-*6^fLc(yiYH9 zPFg1OFAgd5@qC%DVj7p?Yjm3QPpvgvPRn(q3O`hLytOtwEA zQnsh_WxJT^l1&5jO4KJ|5`I~hu<%gIhOc`lTD_YuHXj4hD2!fob229Wzsus!eI5QA z2HJmOfBiH2>lOCbH|bw|pyiS-u0!qZQYT>)1KpU9W+I;jH_Cvd(&+KcN1?92r{c{W&sD)nA+=9e(|#InsyLkI#{=seWRP^aAy#=SWk7ra?@$zA#7Z zqW;7jQE~mLIVyYqv@Y2R4Gv@d8RlG{UFpG^J#6cSMUliO$4)7A#Lps$%CJ(_G^bqC zKaZWTD8U|h?(ts$T?g654aW%Jq)f+a*UkBvRA(i-*E3R5N7>H77yHt=-Jl-E=MII> zd?%XBuE_Zl*k%1(ejVRs<*f2xyLSlR;a~^#=2<7u7b?Pv+~!;)N75*fA>Km~ z=hnkthAG9GxlLI=ZZ-cnH<9rh)&Hdr*S+pY5HW9SWM5F}!0z&`@@&DBh*e+)%5a;? z*s##Q^!j-aZEX;(r3Y5l!WI=G+JJY@hoDqee$}~r4)JIL@fHe^#lhTtkOXFf>@-}4 zRohSKl36R*-x)A_B@m~w8qMMP=mee@UPVzI{9!W ztjxn|Bg7*1uIR5~9bedLEJE5a1GrW!Klk`L*3}Z6X|NzPQN4=dzGBt)>u}Bk#toJGB+S+Kgf6n!AP&yHUD=6*SzQ?&#q~nEL9nURw z*Y=#)wZVh}A8IDk3Vs5b1qKJ?i+G5b{5L*sE#zbIE}Bnwz?r0EHykJ@vh|ag_kot? zevA0IJ>$3HTd7j>w|}$v9Nd>xe$Z(z-KTU{(h)Nk@UN%N7TA(QiJTE1VXBb3Sk3Q@lUJPUX2r>c*E1<#J_r{LQMvHEBSB=+M(tu>a>r3WsNy>uC$GU`#vB@`P32eq!x@ft~PtKV9l5@?in7q!&WGpr2@r%x)ARa$o6k_>! zT*Dl3fk*W&CM}=#*%+^{Icvg-*PD&Js|brFRpc>tsCN|4RJ^0O1dv=X?H#XKv+`V_MsTD(4$nL!$C3Y(6&LSYb{Gt%c$Jdz?(1*f}>&kL#`k8y|&NZ>(!;$ zRs>z8At)9QGxQ(MLLi2|SrlUV7`jNfF{%1c&d)fDfY|w|q7ci+&T9H7jlSh5zcFV1 z#JNsZ%qY7DscS$*!^Hftvjm8kKP(Ede8ij|KX{|(2LH_H`FH1?{EyW>Zm!3ujq)2K=2_=D6()v?hKYHHvjm8kw-tq0K4SO|N$L}&FPLe^ zo$REHwhuVh*orn~Go>Oe=I;H@Vj%9`R}^CTxVvIEc@1-y?ko$G4Fnr?`q4|rn2KIJR{BJB5yLM$I)Bm0Ec8uNL(E>8X^dEHT)p7HmJ zbJeZ*yH*qW7T=r1G=9Tb5JcnGi$W|PjaThsPc3R0ky>76O2*w~XPp$sUAL~pUx>uC zUF<9aqV0mB5X(o~$RvH{cI_^5ReC;m`NBTJG?JNjlaYIpvGG4-3rwK(bBwmz`4<~h!*dST}B9-D}MLQJk zB=xg~@RR5y@pFTm>%5nY=H8e1NpE##PH%&K3qR>e=dzHYJx(FAlzbBXq(Y7Sz0Q@k zQE*?`B94j2?fi$GB|+-{!J-gp3;TY?;7N0%M4vUsnf(pt+E`JO?acm~bD@ZZUnvT) zd@S57c|AgZR65{yJ0854(9y0`IpkwL&sUsvVa4Gs*Rv-+Si4#)Q~;h4;1yU4Kf)Ur zxS@U7StdmB-xP&VDK0P?rUNSLZ3{r8Qp^{v2p>>i%DTn~FlDjc6mI=%kIA z`~ofRL`bhm!mYT?CM;F+zD_jxzI`^76>u>zM>Gz$E@rO%O+nBTal^ZI^<*ge%e_VR{Y*#!7r}| zrub9NG9ik8uPDUwQJmGsnhCbf#pr#-Sr1n9+Vsq{4w&3;I7@`c{d!S|#I%imNx|_rI8?w>ry$XnL|Jgi2F^7-AZRWD%+Y5UCWG74;T)81kj8 z_}EDdL&}?=TjO!sL_5`{F`!|UgE4#k>ZO?g$z5OnjoHjH z*)gFb&e9-4uPzGl?I+Z{a$q7<%E1WT`$y;VcazbgU@E@)0U8ekLu{ z+(2zIFglMo*WQXw<#i;rZ=sT7HtWv9AU6G?5X;A=yiAv{Da32EO9b}W7_-NnHDSf9 zesxb*3(RldStP{ov7!*m$M1Fe@zgk)TBK);e$2V&lH7F87dGfNW%?mI$8iCmEvPXy>K3GIG!~b zK8fK5{`OD16IQ%R&# zvaCO%5LsG1iJs9VyTkdBZa5OOqOR9yu=8wNCC&B?X;>S7#aRJ1%I;rseLb9C+YR9e z2o-ECJr{yo_BWi1NBaMIQHZoneU(vo()^?A9- z4FvUXRv5EL&)B={yrr2$$W5hx?e+5@@LCXf?F74o_W9VMzT3NNP^RDj^QPw7+aCN2+sNL;cFk)mwQHbSZ zWYqzG#_#y8s>+7=17o7>TpKGU&c42rihx*n)VWZ^!kddis4Nt4J5tYujdBGbQYrqR zXh+RGm#4GF*pukFT+BRcexgSk*7?W8d3m?O*4N>e!-KhhVt@TJ`|B0<*Ei{3dMkU{ z=)8=dvSJ0Z=$D<#;>NWlfp{l{$WrV{bY2RDbw24_X&VLiFP5j8jO^H7Nmc%F=hBhN zKUx&x?u4}uG1g9+zv2+j`I2*Otmx3ib5a(*=v*jb;qyfymX8I#iH(_JX*_JU!zk$L zC-gaKS%2}GbDgcYQXZmG<;9KYRcAR6ecvhyv3&GhCJq~=o%;@GBQeHQjI!&`mmU12 z8BY4jMa7&lkP(wL;w%9o>*}Hq%SRT!>N{2hne2a7^1AEEsDbFP#_rbAlh zWQ@8mIM>vQI_2FaK}yWm=bS}Ae0`=U#J7ttw_eMKQuzS8h={ydjUac2?~W1-9f5UCW$i$)cQ6unBln-xes zi4kgUX7$Ck-+}$$(Z|2h*bX%=h|3Nk{zl3W#>W>3%^hlV)K*SEDEuF-0?GLf;M(_g4(q2b*go31kEM` zVGx_ID+-~qS-?q2{TwzJ7Jx{lh>Dse_j4AqhT@ax z=kS$yc1%(4&SfFvx`#q!DfT0X6zIZ+-tm40Cz?%SO!WW~ri*GGa7T#f0B|EYFrPE_vW_^o*b;1+d}3lTge~W=q{PLr!#)LACizv`Lo9UN|+z{t?r<{&_4tI zrfCab6KTEe! z(%Ih@;SaxmX46}!`R#6f zaQ|!Yzy29juT2(DK>X8Y8)0Q|tiQ4z)M|bU{)) zYAgAN{G(df4>(TPsju7nGt6Jf6#cHqDGhIzTdG8ft*dZ`N~L zGwg99(R~25?)=p4lzQkmVugfoT?P7-DixiLfy2M!o z#MgyIA(oG?OQoT2v8QFrl!$S)*}0ZhTwNwF-Sf7!*uzY1auxtFwUI%*ym|$6{qR5c zv2FP%lbso2y!t*dBON2|EzWwgB2IZ|m=j0k#M~WrmH~11NKuGy7iIO(v~nm@CZ%JP zy~DY#Lr_M`$CSOzSq4PeQ$-=ZZIsP>R;{cqrel=7-?^^CP)5qfl)cYc21MD97ll|p z%4DY^Ff}rBGDg^^oNH=DnBG?;QewV-&shY-*KZevSU$d#mmQ;~2b1U-zf}vgUPyj& z#@{!bYi`Bgby|NU5TwRDe%)CV#N$_sLM$JT@~G9GH#NMBbd0%+FFq+=zuqCCa$?FZ zaFzj4c5YFK<)ciFctu{#^Yx7`D|5a25iwc1KYNm9+v< ztu!#kmKX{^q*B~fG)ll%j-JR`;5dmZNAl%;Vvtt9jC3VL@R$ic=1iU51fQ^2Mrt{i zg)Hp|g~-zKciJ-23Fk`ND7dd5Qbp!*OMlT>6r}&>i$bJr>{&)(#+uS_VNZwP^T(ZQ zW5rE&@cE<8g(4O{R1{+QSl|a(_}C-brSYtwT^81DebHG1R?I19UJTOXmi2jOaS*4U zEef%GoXQW3Nu06+3EH`bbuPy2tIm3`VpjhwnWhey+;2HcgvkB3q7chRuKYZpq!_y1 zTWRR`fIH-41dm*@G&2?18JFi9;<<1@atnHaHkXDwI}tAA_^*8nr? zI}3!EtrUe=K4vq9&UrJn*0~tBeP=ybaceQ)vN~XLk2y<($bF_L#CHU_)k5UTxfr=0 zan{39k;|mPo5EWm zkv`6}CW$lsgEMD(Lww32&h+=rWg!#$I|`Ad-tV+H)0vkpjaw}%xUVb#h?L{DeY&#@ zNb#o>g-Bb~YmB?^gaFfR&b6_zdhOeQ>4xQ-oeM=Q+*lN1`B>l+6VV_`!hdK(5tez_ z&^hI-11s*7$&4U!B+8E)*QB#Nh}QdyLM$Jxe5G1a%lM=Z*Q;n5%}>tA>^j%nicBR6 zuaO$__?WXOh{sk@h~?vvuSiK6*#QR;n97%(WkFQF zvna&!QOPe~lvJ{Fd{RqePFhCcFFV)SibCb0Mpa%+-!C}Jf#~~0QHbTEFMbRIo+Jp! zkr}u>u0+njYWd4c%n1Bz=UQ74sN5eX5lAG)4F09FAc(;~FAA}I4C)5C-94{k*jAaJ zoUwS?WhZ6EkToVUsWFeQa~1{h_NhkL4>}cD8#q7VNM6+@dRz>s%w~Xaz^Do=bBqlc^z02>@Qp^a=134;;x02 z?p{N4ebOFhQ4o(ii$W|PkGfIMc*RFvV#Zc`=~Pr(15-n+Wqg})c}o?Cxn@2dJ!dsp}R=MvP&ud*}f z5gh+#pJswt;nVq$iripV=4aPQIw+i+ia$<*=-&r_`1NPut&O`+U9rNeKSzFfAN+If zC&?c_MgI5z`QwA+j}MbSJ_>*M_2&=6WdJ0x@o;^we?C2eU+#wGj$i2ojT*h9fRuZj z2yudz&i_e@C;xo*1TCKY^SKjL2>wqZ3jZe&i2sv_#s5i!H~w zKgm4+{Ga4D0RB&MCjk3rufLic{|C{j_M*Y@LH~mIw7>LqRV{==60Mro^+@gdudC9( z&Il`Wa1S%3<&2{+HzJn`>|N38pIU9VX^OKuVc0E4i_J>d81yfU+V!BdP-19NiKObU zoMykiYrwB}*aJr)_xH~V;68%x1Dyxja81FvT^}3+xHe&m++Y{MmviDTW1U&@-)GnS zY6E`c_Zpl5*9o+|rVqcI7eohq@z-Pg+K67Ie>zD+#Gm^bG-M+ADRb0#=DrI54aRl` z8{6e1?L|^Io@7mb726q74O=sV`g8r2+#Psk&_A920w3qjxO~M5_;5Z;T7gH2>P@e6 zBpTF@#lP`~g45qh=|6>J>s1ILS!vpbd$GNc`9)EA(r<;G1C!G`Ab38d4jc81+%3bzY?GVt6KwBMv;+Ip&YtBZ%b$Nifb<3oQ=qbBKxoYOwdyQ_u z?G8KnH&=#QYiLD9unsEOpOo(=m_C)mqi#~s$Do{iJMcV znNT5W!u!5R0=^5;tjI(QC@bFym64U27|NGvnN;G$oS@>O^w$PU5V{=FKye%{HRN%wC zOy=CTm~$Vj`#~ex)AAqdc@5~fP|5tXf~IbzL*^3s`iL%CW#e~P>Po4G;N-&7nkWwsYiRRy+L&8xB8g~ZRJZM}a33MT*mPC6kB}g8yD1)I z)zuuv%cF}Cxba9`Jm8R-sa&mLN;CA_^x94Zk@V({hp(vWBy0z*3WP>brSMRgXp(0E zr^sued>L(_-JBuwN}VP$azPIfHXv*Rb1}6^WazKcjGXjG(wp^{VHQ!{>$F=idLikq zHTNiR+Fe6$hRUITJ<@1d*8S>{GDH=@B`7ywdVth}y;vb*$A|D#)sWL*7}bss5v|k(Bql~K z^He(m?8nf8{e^DFtCDaA^$Jlo+?&#DGvIhanVJgXhDtL~ha|C}nNHX&S8#8IyJDI- zXu+&k2y@xW8*geQn-PQBOr_WWvRK4@q8^KhEh+2mD!JiY^CBEgAQ2 z8Cgw2?nXr0faEvbiD7UJO=){E%#5auJsGRo8{`{vk}n1!^T_z$iUr|*G)ufj(1JD% z3+6tJrwLtzTQ!+OXqF21s993!+U6>zDB>ax>d(jR@q+X#Sv7BxkX!O2??y=${$oj+ zOF>e3C7WLmN;8ZFohcap;ErY3Rw01$2oz3}U?W)Gn`UI;@eD=}@#Blv-cDXgT}GrYFW86e=TH z4*Stuw#c87R$sEH#pwt3Pr!U4>6N*QL$yeMGnXqWTuy3H?9_&J>rBOx-zF^t^YsA4ZG{0@Ayb4DO$}Z| zkQ@Nf)aY+^%9oSsm4BJgPc*_=x}BvAYh;4@#W7b*VirOi@W~#mR`+oMPaN?1uVyH@ za0-pEZYGs;M(M29fLKTFWv!sQcIV|ZQwDV>O zmCtdl>X!sx=x$135-A~WDnXO{3b7r{#>xDwVL2Q0LghhoyHCj?0peqGFj02}1n z>L?$htsE1hwm=@wv?7;C#Y4)H%J{;Z6-HbuzJVCGCce;Z1;!F#3?7EE!k~)^KCDJk z%@l9hEJVSh)Tobe>1K5O8=vDFYZQ6pU?mKGFUUR?->0MIqqhhq?@guyg~3LpRxfjApxg?&UEy##e z6lmbJ;3(Z(l#U0|Ar9_=E960e@wl$MIMae12PBF?y!3vYhDYx?i12`E=>R*XkT9C}<8N$v^qkm62~ z;0UowxmDzXbfctmQ^j#diq||JpcB_8xzHaoUHSO)m<~ zQXb$lGt${fBb+Ba!i(kxkdM&}YTQqdU|dD%fwQcNB74c%qBO!PJ1+>ekq35}M>~{c z`+*83_c7UEO_*MRt5FYNCNJqmb`Y{bc%(v=L+)HGAdEG-R~lopk$@sHy(^2#7Wz)P zi?M^64{D^nNcxed47oVnUI&H+pVg3icM_h9z7u(5BXZFuPq3`t!b2 zFFB9h=!++}e1pJoN1DkRNn08Z!7(G->%GQ9u+zb7Rarbl>{T<(F#{!Wafu3rW+Klz z72Vt53DZRhct=)K&H_%txa9VGMcREuL7}r?Efcg`o`K!1beD%D@PkW!Uc-AUYD>{YV5|D3AB^%3cOSnBllXLQl_ zpr#S){-MybhAlbTNHj2L&mS)%|$mFugT@qrAR(C3F4bmGO8E!>W*8KI#BL+coKmo-K*H3>NsA{(wj zxU6=N^wbba zR@Wuj0J}cP&akqkIu4*(qq5csyOTm{_vKl*^H&g{Os$rM%cMnw%vLH)$AGWcXU~eU ziCt;QUueU=O&GDrih~jo$ePnjAo1=XC4W|cM#>NW5rj2z-c>=6L*$b7N-{#y*&vLp znNE*fDVb_5D||wdvUAk1CxSL|iKDCtqMQ|uB_+ce681`S8x!Q@2M2h!9WMeVt9pA# zY>3#=OR+h~j*BTnX#(~^?<5DO!u>fvx29sU_#q$F67Cof77z|nt(HPBT zAKf=Q&9_@+L}vsg3B< zS)5sprwWFNEjb8fD^Y@Gq)DE0I^pWN8aZI$4ri2e2w)}!LDoq;gkm|c-h}wRV719s zn=AsFxLxurJ<%9TM`A@?xFG~?CYmI-drotMqZ@Z$68tSWR&9?W#Qvlq-q0cDN|oTn z_iRe2a+uOVN+ry(RG@I{3g5y2&bkC@@I~_L&m$-jm^{%kS36;st{RE-8u}6>j)))y z|0H=#rpZq}CZ=haLa-B(WFkOEbE3I)eM_E=rFEs)NuE;8TP#Dnfs>YG3&2atz708! zmE5Unc^`z4mJ~%#kYSKl%)6Ar7}V=5j$XmeFnSg9>z~lLqnM1LF7n1u zqiW$Qe+W<%wpW&YSbkF!J-__+qC8EcFpOzjE6Z*`&qsDAnr`M3J5hdnjY0A_4_T^$ zI6mykA|eaB0kTaXf-@~`GXM5TT#;mzf>c-Orv<9pVlWh%td#Am7}}jaYvNESbu`Sa zazM0RiM%G1*t`KM%M~&7kp?84s~~R{O=J-wz@UdXVrNjKkhnwwCFI$-DRD(bG&O@B zb1>pKw`6t(J?24?OVJc^3~= z0_pO$LH&5#T6nK0{al)gufOUpPDpp_C)xNquT{1TIKf5ctD{39a_fZZi5>s6Mgu09 zjNkbtv-kv;QpB5uRMT0WeTDsXQl!Id}k@@VCd&^>q} zh+OGheyj`2Lz3(~S~*++RdPBR7Tw5e!3sW)eGQ4^*YGOvlo4TDZqZB9Suj6DY6?qY zukFb1)xs<*;+qeKYtQL%WT^^#NohE2+{Bhd@U-6yHFRpZ5rr00Zy7#0V4~CjTIPdnfpmOd-8&f9^5|M&ldO_|KU{>Fb7G<3NxNon71m{~ln^q=~q2Xsk!c!1XigetKG%NmnUD4$Pd zwJA${B}Ns5PtJrq$&9292Q11Vc}|Qxpw;UT510fFWB3kubrarNU?k*QN|nULIr+RME;l*dnKX=RWN4ni&@T8^Wd$usTzUkv&o8ty zX5sgts9f=`(wMDE{Tg_&9+{imB9d@c@(*KEQcOzKM5zf+&8TAXs}YQ1(&r^nt~?PT zr~zA`*mV+WiG20KSYi?o5xQcj;VZU;s%h#l@~XU>3{ej`tEePbx`9}UJUNsBr?jY>s^l}ML(PZVv7s5o8RKUI zmEsKgkaMx)ZAwl9+a%~jbHf;hh2$Yal`@j4=`93Jc=$JMeF+XyE{_^I!Wf7(n9(dm zx8cbNeiT-zyrCz6Im*I zZR*W&x0Y*LO;}Pt5V_JtWZ6p9v?w#&9Z#%;Uzuhfu-_N2J&mD*L4jqOGA~# zm7c`?6)erw=-Hb*N_FIpIltxbhkZKWT&r~|AP;>cP*Sh#(C5oT&y=ZthN~oSJrca| zsAz_7df|=mV7zo1-&dH70qZ0;LrGT}t9fk_Gll1kq08gfj)+~CY?T(-$wak5-50?Y z_;nh3VRb^lgo-@eu2xz$2ODX!99!ArP|@I_((w?kn-H}jyV3d_S_SaM8iN8@QHDCp zBaflXtZHTpJt2gj<;wCkI)lt&K5dodX@e@alwD7@+zDj@WK~~w$5fbU_MVSOvh2cY zGiWO;2V?a4^fl%8kQg*gMJ#1iG26OiNo0<*Ns@DFD=iPga)ziR|F^-wWfxD*60r%s z3vYbP!fp^!Q7NAsN>KB4!T{ySE-6Zbr%Fi|NPRAOsR^LtxS%|*B0rYm z@J};nG=g#$_BbF>__iBvA~aWWvnWJ>+VE6oP^CkjRA;%1L)p6Q6&yu;U8asVPojuX z8A3-evBEPkc|4*e`K?})-l=^Dst(@~Ay%gmdbP6OI%=IZtjwXbvinb^fHQOO0BTnY zosnFJuBjt^0AOsyB7>Kwm@g?&CL0~C0y{{_u3I!xt+6X9 zpPp;EQLxgax4@B#b=B&^b{um1WqYw)ZS*3DBcW_M@wy>w+{(xcT3PLX66I97&f_R}>6;58spf|uICU&uGVz3K~9&Qi~OktHJ zVb^q*t3BF@%hJl81=-mJm}EF6mvTe9X1gX6?_E%%JYNxV!l8QZizonUU5#Y}f?Twk zQ=u@HTD(D3rA09=o+WvZ4F(@JwUE`L*fGylZNMRK=_WnNVC03LSTi-h>(S9#u@`wo zDNa2TsFO^kJK&-a`=Z*B<(5aE1Qeb)U@rkm^6FKST){yvE+=*_kS|aDRDA6X>Qa7r z1<8;<-B%^$wJMulFHGa{%v}>?*PC5Z-Ng5y&&f+A%i|}K+8}REc^Q%#C?^4Wg%72V z;>JPx@k<5j0!=263zmx_qy;Bz=8Ies<$`W@bHkG;_MYFu9vuTfWlg z^STmQz?ww4;lXYTwcdIo0`D0G8}(wqR)4lofT8(wFWl9Rbrkzfavk+z7{*Y=o8c6P z5PJ*Y4ob5Af`!S;L*8;zb)z3gU_P8)>#SzcYhRco2|bOzm$P#O^tz2#s$|{jiGvwI zr|UvS;>HVA&|9=-be1L3_Yq1qHiBYS^n(}dQ-T=)xh7bpME1+!?M^bsjpxL&-H{)u zUw)9K5>`@VB}xhR!*h+K*mT)Nt{+Ow9jNg-?0h8|1%>A2gg%>QgH0PsPT3d1WkSyB zF73&L;$;4Crnc85ms#eCNbk}Cr_A@^!X$VXr^go$Nls~wBu|5Ac{AYdqIBHPt;4>y z4vjwz>fM;KOPHUV{#GKBMvH2p^Wk}q7R326ZkLxPp( zu8<#!lr!@9otiNOZ&}Dzu2oP@?h^_*$yt+WSOKfTPPe4$+&Z+$N__sC+z+n^$3u1c zyd;D}7M1z?3P?Wg1L`xw^*1nifF_`nh}Dr+io7&mg%@$lb72JxOv%ajzp-OmgZe^D zJ#WhKajuYTA54DaJ-qOvbU`4U3@r$alyCRTNM8c?SzN_$da#xYW6Of3#b&}Jj(DnlaiWg;p2k7gwi}M4w|i`Cf@~Bjp z(aj|AwInTis{U93!Vo9hiKqc6OsDt@CB+lI#9l_0o&E}o4G<17bHM#PF1jI$L8-js z&B&`N_jWA4A|TW|*;1)dm|XvQ2#&j8d)z1H0?}X7yLDr<)Dz;PjyZX3gY+tH$)2pU z;$B6*g-#Vx)fo2|3^IbY;E482Fx%_+WD2F4Js;)Fx#J11(p=2~Hl zsoParH2GENc2x0{7L8InwP>8%(4rL!#`$y>Ec;@C+}ZM}E+?1#2!{k%5DvMsvX`Q! zO-}zOQ9Q+tWII6Fi3ReN9H|G9ZCINv@?q5sHV6xzw0qfnSv7H@?#3Qnd9C9H+8<5Nh7LO3WGBs4;k6ws7=B}0<#w; z_xE`cq^(~wbjTfOE|jkA$X!NzUT!?H+eLp(k7`HVpc;2`czlqD*PN`jtmna)nwYF} z8x(N~RcbM^JzGH~3#$^4Y)v*mx(2*k8b$I@$Ot0b<_p^q!irZ38Z?|QNw?JrH;Lzh zYtrJouO&D)F`@BWig~}2m;@K(ORqD|P=M?@XDL?gChoD82|5X{Rx7vs`SR4mJNNB6 zpmgf{T#!irP_`#{e<5sJ?YT>C&pF>($OnRKW|A>m(X10kv9A(e*dtl?E+;+mD3*5l zR)UqiL(58X*m#jqsqwd2T+xy5x`o%3PK}&BPkifRNh{hJ!;gJE@ zQ6KLhQiQX2Ccsh|o~fR4@F2$ybncsz4e$q~slh09k|VoJkfT8aSG~d$$I{c-Gbn=YP+*O=rvx0s0C43H$01Iubco>*9Kk|Wr<^d+(d5WJv4 z{Rwe}$uc9IbxIlKSglkd+mrzX#nqNOQcYTR7a`v>wUeI$CX%MXUb(Zf#fWVmDz8+$ zAf7n=k@T_0$Ug*xnsAY)wvLn)*k?>eq4Ws11T0&ouHx}A`KqBi-c#?J1!^53ENBqkD9i;7bJre4F);lW!^t3 zks`Z{+0`O8sM}U50Xo%|KZ+#*$g}1giO9Piu-*U%rU|{W&g7tP4iMYpqeAfgEZhN; zAedj8^bGP66iUhWv5RIQ$K3Qe;#QA)tvk%Elt@O)gK+{P;=)dGNzWMuog(P_S~<=v ziQXj7(*hT9vysESIB99}AsVC=HIvcHQh1gp)=g~xO1GHNRVX02CY@oCA{5@yEa^Lg zZxJP)iYnESeGHQxlgV&Ak(DIKXqt)yu#bX2nIi$n(MY2Z$t;Pt5pkF<0HKcba@;Xr z3cjeK!erRLs15ESNqWd|8RltTp#jL@Xh~X@R@!VpSWjIA+4s-O8#f5tS;(=FTpW2O zDb+lqX=-YdM(8DwjFzB)XgY_@=8jL7S@o4AK{9x(syxaoN0JU%+R`{XTIJU?QfDxr z&0T^G5b)qJd$vlFIm7x5Nb!j;b#Rj>^!YVHd*_x6kZxYocs&{Rudl12^W0&!nQR&vCfg2G)fECWsm<9$xZkY|IT>wTuQeWaQ0wN5qw8|{Dps-#0jEX>^`~Ml zgZpXXujE8_x&u8)$-^MRkCB+NG$rK{`eN=)+GLEcD}PEH`1k;Bl^>qq>3G#{2pf@~ zQk+`u_gTRtv`T{T5!ecWj0DUxmLOc}Lf6CD4Tlm2?|rPqNPSpg^-0wX@1U&!<2uO` z2HtM05a^)`2p_V;1gb3D_Rm?DNUmb5(M`d6Ct79nc55N zR)%xGu=7`~g^L&<0U<}D3mze}k_4KMbm&r*$VIR08aoxir3uhzx~2)Z=p~)ysFLt_ zourrXNgos-bdcQH)g&shv{R;jPiFuu3(l$S_;>_RS9BG|Lnfyj=HZbUT^6!f#V*o& zO3rg78{?%sJL3DylkT5;IQBhoX?%t* z!qTgj;0nk_xkpd5CG|2mUGSs=PfK2w&#ho@?sb>1Sn=dw&D=`(drkehxvkKg=pVplj$kDt(e{C(ZWd#@lODFwYr_i;w|v8DU?68-qREc^-G$Cq^< ze?<53eY%ey)P4Lp-N#?ief%xm$3N74{JietpX)yUt?uJjbszsl_wheU@fO|3J9HoKp&wt6DgGYa$G-04OY~!3&VEAo@e}mpi*m|;)_uI- zDxxJN|`?YfU;-Nz?%AD`EKe5dZ?fPQ>Q7XB-`kFSF#1lGXAXj0FxTlewJx{o#8 z$ES23-%39omkWAY_whG$A3sMwJ}qbeg6`x0)_pwvYEn%l`vbapuRK?&HPR zXbQSV_whG$AODhm?8?>rE8WMh>OTGl{kR}!|4-e=v#%v`DkahLAnf75+@ zQTOpjbsv9D_wnixjhyT0$0y`!Zq$7o(|tUo``FNZd|dbOM|2-Qs{8l_`td1Q&Og(A zyx=-gO(o^Ex{sT5AMe+FJfQpdi0)%W_pzz@*qi&>Wh++fUD4~G+KIXY;#zzaK0G-{ zzen8~`QASpwrkIZaOGb8@um! z?(abus>c56s147^ER-4{y-%}$LHQtwkdOzt!q!wLTv!~uYcTf}NZ&uJxd>4|@(MV7 z>Yu)+Rr43%Et9tm=KhhueGUHjUik0IvxEMb5b$M1f#8d4lmBAW{R2r(^7PM{r0=qf zs966hV6B9EXUH-Bx&I{DXvdlYoXyVok4%vZ`BGW_E6v~Qukzs8j8qS-@`(nX8O;3) z0e&S$hYz%*q_}4WDNm=tWVfy%s@Fe<)|X781Bg+9zU$8%9@L+O|37zlux3qvWkjb2 zgZ@QqvPBL>j;sOAz!iiy5Be9dfAI+u`Efw&y1xrXaqb&HSLf1vLY8yHEJ(-wHbiCZ~6-xp`zw&>CTg+|k#TfAe7OJn)7UP2CH-kziinPr}6_jc5v<^>hKe z5Cd+O01uLlJT8crV8q=dex6h*IaJ11fg%_5%Q5;68J+DzWseUzL0^TTCl%=U5DD4H zTSWS6a1mQb5y{5h0%Bi>G4Caqh4t`83`hy&fV~FX#7#DM!SyHw#Jvflk5h4n)$J`9 zcvl-izqIb8!_fqipigwB#$&fFnZRho7jXw?`5D6+3o}t2x^2a7b!Pmz`H15 z+_+r8wqmgL6pS_k7o_bNX*WZP4Zgc5Z##EE-+|G0wL4H_39<}p1zk{UP<1l;-57kF zfyXK>2)q{qZ)3o$k0~bZevG;m{78CnP$Dq7LC8hH4`R^GF(?z(74aZOoJbI3o1g=X zEAqn_d1I&7O1cx5dOw1(?j%^w_J0@y-AjSQs=7$_77ZY~L7I8TWmli7iUG$X>2m4R zcX6_v84S#qq!M2!D!~e61eb+~zAASGxp%BdtGbq(;AMt=bG_E=bllE!6dD%_9_0}% zaD zAlQxog2G?MP^0ajRe@C``x?C)gRJKubjO1|(t9w{9q_Ii+-d8k;~&-FK<67aY}`#j zJwJwVZtFB72d;hsBWxfD1-SZ240U@{_d4ws+?i;v0e5Fx!G-NWcK26qBO7a$JDJZy!BV>ORDEZ+?NCA>Grgd4Ew*|92gfz4JP`5f@m81SBo2YnZTqJlvz!vXKJ7;h_i zTR^~rjy_s!b?ZLp!LHVy$Dq42KyCY7u7WRO^c`8~HuEM9{Ur=NnF;MMlj24EPh7+X zcG4o4g{U-KT?o+vJ2n3ehT6!WI)1z1!A)NFSYO6i_wtLFleWa~VYUIFL3|xUY$7gf+Gb`tVY6Jx8!9-3-@tI|`K8l|uIvPR1taZB z;w7ncagX8FwEqo*@791PZQBj~TNr%%Qq!*+mI zV!*o6#q8?52ZP?1fQms>dpY-E z$V~~PyMzy5xLcZ@y*LMO{MOtonhhAJV_~v;3!1US@Do)Z!6ctKn`JA-OwpyhMwV_LN)ltQ+_CnrW*@7Q{c0~TQYFW zT#)BlERU2_6>BsW%P5hQ9R&LUEZF)O#29hLG6T{NVWg{=mD1$fgKjkhC8c|UufUb# ziPUP{97|-Z7S9M`ycdf>uLC1OWLGG~_;HNEPeanGOoa3I!xf(*QCH%+#HrNE+>%?F zI49KRC$S_6$JwYjxdb*A%Qy!&IC~tyDf!aZaewC$S`!ObH;rh(W~uYR91iyS7gW zmC^K9ER9-~HL-Hd{7`JD$p64HB<$u;6GQxe7(%JWq3Ma-YCxJo)qs3Zjo-mC*jIx= z{62;ds{vHxR)eK+uLjEp)%Y})!Lk|&#Ah)CKR7{K^`8BcI}QqD$Ok9VBx)sYi%lxq zC@4Hs}w$ph?t9+!Wh}vAdz! zpblTd0$3VWjPOqwL8`*khIQ+5sz8zyr~=6bRrpsdfNd2x!oOn#u?h#r_Uw35b`@w6 z_bSkAP=!~q0G3sV5njUxd{YGNLCD1lGeI@*%$p*VbZTW__g{;=cIuaBy&g=;y%wx9 zlPQtW#L_aMhNr<0t(V z=C&==#bP8? z$sT)Cj5lBmQNc~G3Qy>kXX(O0YAPB9iz(GgB~lp`Earxq-GrqQ72FA<2sRRCE0`xz zWyx1C&j@1NhQ&y#lC9trV-#bE?oHHdMeR_UU}@Z&IF(wNeD@~K3AI^|C9!mG1dzJ~ z5WoIH8g`K%0`%e0^Clb@Eye#3xVk}Vo$w!UST#wP{6nqkma#@-(uYUlYdbhL+>(vL zuO>98{$@dP9%(s1F7t*slyEa1T~%e#2@_UHD@hWS-HOYZP-0yLk+);y4F#3414C{0 z8tpo`**TRL3-r3|d>$O+p4*KPx5MrD@T_8)R+lt=2k1nddok{oIA&WEb3ev>FviRb zoEwP~wUUVbATB12XnSxrKwc*=qMd`dh`mWo^g(mCIy{UENEgX)K-&%c5e$BiP7q*F zj}Lybs5uP@!^%rh#t-9?wv&>Et-)I`?)?Op>7g7`VbiN;?jieIHXsVaNuC9D{2PVAC@^X$z4_2Nj5th8T97EqSm8To|~6f$y~) z0JKKX!+`4}kK7%ho#U9=Aav3T7)gGr%8$owdigorKoW(pYgs zsUtXCd%@tuN~){$nTSw>Cvgql6t^>_;-n1Qxcm@~2DgZrSEjUUKx}@W?x>S`%#xab}=k`iY!GPog4@$bkWc+$RbuIaV z7*89tU?VtLl#uLFUJ%1c6J+lC@%uAz!qNesGAvCmZiaNo>IFg4OlmoI32@4Wh^(@~ z(%*@dJK^q98~V*<8ce=+UoE{Kpc`r(RQTm<%8g6wUrKIGfasLtqrH*-%KOkNd z_g6746_(ySUljD$HK61IIdVabVh`EX7klI1#GpH4P`**TF!t|Y>}~1A*hSUw`xtdI z4NDi6^A9oNI7J**0e_5vceecwc#II#=gbvV!=GU6@fdqPsCDZ_f&UZ(?*-s)uLGkr zy^NaAeTo+FXSjgPRN}$}{sl%Hr-;K6_*WQsGdomR345)Y_7DW`>vc^Ky0O2-h}%U( z;u-r3M70KY*ns=LFz#LC?)qRxd&^0-kpCNl-AgaRpZ3W;i|*3>BL)P@>3CMKzW)a! z$}i3;dLqvt3iE)QKmo|5)?`sfukGU@%v?y1>op!Cm(R7Tenuo%g9tY83YI+yo8>hs zQjd~Bh-6s%H(bEMWSSbsT9%}wZ{d=rlJ!gS+~AUw@+vOn;iO9fF3L0XbtW9=(&#@| zd9UHZ9@Q0AE{6>~O)gU6DR8H?vIuOL=NCag9i#8u4aXGdMTGlBFK_3*1G_A}GGc~c z$!B8h2YJ{XUU{_QK0}nmp3gQH1CJ{%SuyA0V&w3itbStNLYH!5ewRYu-&C013=~YW z+l0Z*R6VA%%ZE zE?^HWz|OJHlmA)_PjzGC-{)b!0b}p(wc4;0UWVtq^Q=7&{RWIK2cu*guS5SJkDS_I zls1z(cJ3CNdJ&W7!hqG^f@?8t-S2RiQieE5BUo!LD8J`%DQF!oXqQ1i^TM;122j_X z7mmxctRh?bKU{c#G52Qoc_q=2Tnvp{cO3*b1Al zzg04jsq{fHJAYp+1X{X>EB9TMUXVK-5@AXfvLy|^h70VF2H#HVCpDcsC#kR;vsjL| z5E;rg5x2sn&S^?zH+jHT5;<=&&0Cj&Bqh>`Udh+d#77+=OLnV#9RzM!owicVffVh1uF1u=sfWa+4 zN$AuS_&5gUue|EG5rQ(;!SC5|-lX<^{iSp*v?T3)iFYC;+jaJkAicCl<2GGErhG}6 zd?9ns1e^liN%oY*`+<@I^t(1pz`()xV^tj>LnS$}fVyoHPRS@x(yjdoN{Fm zp4TSZt(LOHAI2pfCMD7pgp*U`dksah%8@dYH=$8kB- z?uKby*(H9`P~tF+E4##B#3fSlhG<*a1^x;y@Ii9wV~LIO*KjdA;qDhWg*eSOz3zzz zEa&m$H!$`CvBBH-?s{pGR`uJskVl5<+H=bLJwthgO)sasPvP?3OzKzE@N$a#G%jx2 z@Rsmdj7ry3+>BY3Be8+cWBBRV(29)i#)7_x3!QP?tj2CoA+}l*-6OTBtX(MzJ?1>PK=p*VkV_kG5>^%$=S?Nq%!}a zEd>rO@ugWDyem@5H*qP3JrzaJ{{y3MNr{~1gKpMhzEUb!(SKpgJsHa<3V=YcRD5DX z{};oX8Wz2sS(rrUG%T82ZCLAK&)yVZPUWZhK>?@2o9D{rh%Gg5u?(FH+!l@YJSzZX zYDJwf>9D~{jCmi&ocH}B%8o-T$g|9li{Nn;fjkF8ZmfsBLRjZvtosNSQ6tp6h&+@-~_B z`($~CfEtzpuy{K#9Df*|$Gwv*sxvG<46jYC4%v4(d%(0%(Bl1AO!LV*S>zHbH1Sv_ zG3w4_djY+`z)TR8ECYKAW5e_9S=$P%#h%8{hT~w?kPl%<`LI@kBrG5b4xIL|mM)KK z65B{@b{8y6PUY_y(BXk?d>58|r+%$f2T;-pkXXofW9%K|%^0&?2>Qu}_As=(;*?0M z%tEy*PEul3$#+b<%oj*;pw<~I-+eZ-1(H2k#-bCHM4JJIyoUr}bX$p~3K{Sk81MF^ zs^*#&7cbyRK0p%?byv=--E&A z)AF(2g?>YOT0Tyfn6Y0!o-Um7+ohz(gakzSb}1=Ug2xv{*R!yXl%_Nlzi`rBoDi;Q z5lXm2iUL{XR!iP*EJcZ)TcLvqzXR+35NoWd0b5}i>z_2@XK_*A&HDv>@Mnq2d>)rs z_1H_&aCKcHIN~>gdMMs0u|x&GhzmYgfyd`!-*mWQ#AC82a7mBSQH(tMTYju7Tz)@X zp$U=i!X0; z9U6arqxfN5R;3oq%)lkwbZZh!z-C}sZpj+pSa$Y}xOMj^0 zRp2JUrSEw@gv*+iecUB#kRQbbRoao?tA!`mQa_H%eHdT3wnUZuBrc5Xby;!?`9)mL z!R}%^x!z{D>WCxLui%oV;r^zjH^g7V1@XID<;onXiH|qQceSFFs_S*fUcb}w8`I4& z?AC)8oUhDuxu7g?uYLyBO-8BUB{4LP3B`yg$Hr+ZkSYrq`;H zb2ld2(?KWR!5?AVElEwgM&}?C^D_dbUq5kpP=A{E_5GFXf$~BB5;iEa*E%+4R`mJH9_&Y0tZKGH80tk!kze*u6RLQ(7-M~EPB4%^6Kb|*j>>bp>VK=* zG{L>Uz%U!QZ!Ps97Ephsfzn-#VgdEH7;3#HglU2Fzc3QNv72Xxc!5B>eCvLiM5XFl znoViPX>#D_tGM7d?%O>bH@P%zi9m_%_3N6P2dr{_1LwSv?UJhH%KHk=yO!?m&`2y` zih}^M~pDDqnv6`oDvu?;FAcw_*i z-PtW6y^4__7{rm_;DIbyKHh5>Z)1WdRWcvzl&i&sV%nT}C?l>ya>W$uncyIU9LiAA zsTO;4Ugr}34k|wb3v=5esvU57(mq8rg;f|~opc+rBCQ@}HAcC!NcloSzQ@#Ezr1b#V8v^ zlyv*Osas63N*L?b8S=CKh9pH@Ak6I;U_A!_IpDH9KGn<@Wj#jPpdw{uMQ$+BwOFw8iCX?hDmv)6>1A)6Jrg1HWh zt1+^jRgGg{b~%U{*u~IxV)%8lu%_HCn=cK+gzUj6qo6zH7Wnkyp?oIxVGurN;{{G8 zIusl`dCrDXs-xv?5cp^`XEJo3mIBS_K`hf+`gV>z#6b*kYZT1d13ZiYM%gT<%O+$7 z)k+n41cTfLJ$Kt)jKdh=R@f|H5AYTYaHBX$D@}(T2*QoSLy8cMlaF@3Q8Q~p=~b>b zVL-iOuciayeJt!YuS4$9Bc_unHj*p7b)=3_$0~jowj~KOYi`4;P#LgCFznW9gTL!k zRMr*--BOie`R;-~hB3ERL8(Ga%N?|fLAT7n{9zcP<}v0N!7R@T0a|xaA2-4drGY0+ zu;MEa?$W;12s@OtZ^y7(>2z-x!k)pP+rZC()7itI9>b{c`~yKPcVOB(6m}nD6N!V` zP!@I^qi%sc5zbwf=x4tZV{U_cTZKC8-8!l3 zR)oq1{(ms=F5@iH23fR+|Bk^++rx$NZ~;ZY^-2MS{=XPwy`4gNNr?`B3L|Z_)uD>@ zGZ^b0YqfDOQBxnrciT_* zwb@QxN{NZy{tzQ>vDKRi^N%s+ZI6(l-Y^-Gamc2`Kfws=z1i80KMR|mosj+%Bb7Q~ z;DqsK7-M}DFDyDC{RKwiuPXD-_>g?@iu|gwkVYLr?}&r@&7jc;%3auPn;{q}1+@G( zSeiSN$JQXe-|qNukqvdE49sz$FJqwFMWAlS3+N;&8|EuIn2t9Or<>u{7g#EQuu4|Q zhfDKS40DU$>NV->x_9KOL-I!S({Uw~bsvpHJ|a7~@We_`;+G8cch!Ty69scn>Zg z=xhvhN7N1Be25#)xfrJe??pe>^Jn0pLb61XFUtiOL+;kd{fa_dP}{AMG-|hY9ju_@ zo5XoPNHRb#b}26WM!e=r5|c&WUDB%W6`H(w)mNYQ^*HZsFcy=SLZw?u1! zMxf97O8ex^+24S(-%7&T%DviVfEzHtIvN*GV!4ERX`+*=BB{k1j6z=*j*ns6VBCr^ z=$pPV2JLt91Sw$aZ#{g^S;<-@?qMx@O=ib!uNu(WI;wstw8gF8>s?A*( zPToTy-=?kILjg(D7Im%eLV{Q&^gzgFT<|S)6}epPbyZEk84v;}>R~I+A8&4fewH1G zqcePL7#uAzt?d|!oK1miGP#Rte)Tx55*09k+<_s9bO0#}r{PGIZa0RyP4lvyB8jM~ zy%=G%0vk>1O|NqV9G-?68zN_JRDJKqAnU3PxGa&qSwmkJ%~$n<80Ds#-}M4`HB)YQ z8W9fS%-7EZI06@opRn;T&Uho~Vv_Bz8OnPE=Us!3^C$pG$%k?7QknV)2nPR0!ryQkw8%A755aW|zaAd=xw|NIffye^CM>AJL z&*I#rAS$Oj16Mm&4e!Fa zZ-5!HW(f^-+TV|}-U3JY*@gm(qJI$Qzd^GVD=t?w?;pllZ`68dnnCKlIPcmJR*C|6 zfs1Sfv5@@7Ga+C)o3HoxVTjuxxY(snfsu<~bD4WTMz~3c)M)c3efS4(=DVz&RMi3c z5C*$}gla4*@ll-h7Kjpbx|W9Uah(5#WEP*Tf=}YC>lEM5q5{8&Q8p?l%>S~$`W1|I zGn~ADSU}LW$o^|MyFB~uc6@Pvymt0Y(x`KV8_0b5AkD0g=aWn@1OF{7z|C>i{UJHU zk(vE>adtjo7_UoD0dQ}EluBpPL^O(@nD-xOpkOGbII#B_b*dRqe}tjP6P8 zWuSZpql~t_uK3nieyu)-LGET}MoGyKdg{XcEPO*3siGmSMiK*CU%+T@oPpVCe$GD^ za{BcyJ*!POP4kIq9nK|n=t_wY>yam>X%f}g_{QrrK}m^)%NwtibSm0rcw8Nv+H#t# z+$CF2wE@gD5iOHM#)X>la~`moME4e?iFFD~e~qEOjG;D$5G4{tt5xi(-ZE978ck@sre>giw!n9OS-`B95o5)H6+58wB4Qg;nq6^$V zVYu7j)^rF*Xk(Mw+JRL6f?+noQKzaOMdi7$l4lxH4ZkU1`SpdgDe$9Bpm=(SGa*1e z+QfcVHO_l&_G1YyJvYZpg)}P4ZE$~J^7fG~+9Tuzt-LDKgq!+yn1YL&V*h{I-af>( zEXxzB9__Bo%I}xoRaxIvT~*zkkyV-1Sy|r|FFxLj%J{0d5$|Q?^z`i;H%>&{%p3RK zx*zYoNV=676h#vUH5*0$P!vT`6ciLiQ4~c{6h%Q87#J8B7#J8B7#J96*V=pk_StK% zea=2{?#-e*-+T9*^ZV_!_S$Q&z4q5tkJb{Jt7NU)3jp}EKtbkR@n2|MKQ`mazX8-= z`m)O3|CE~0)MSw;bZb$%-`0?CM)5-lV z*i;rg_?W8kDP53vQrYO>D_M6;;VbW1jrNB;q!pRzW>C*-sHPUmdLhwX(g@X-#NSB4 z!XsN=)llVTBu+dj%dE$HP2*LVQ9aI=HO?!dfm|;FBYKH6ukNC_Uc@H!t@{P9gDZF& znw~^)wRgQB4Sz$^zgc5E*NZg)?ak&}8t09NrVv3o)e~2M{GJB+T~Aki+K&f1lM&gCtb}l@s-%=Z4S>DzNUl1R%U4`Amt0~(sFU98Z z#xX_2XI`^4Hex;}Gx@PD%nz!n*L<_4DZH)xOoK(QSJyQPw5~CJ;`ah3YbsT&P~V#x zQR@40OnHf*EhhDCUW)bo`~DWry7p*3C0+06g1qgTWa>g>^I3V>rD5=@-mS(GGnKAo z)?yuKtlujItFAK0b)>)lAsvKyKDby+3(j3>PZ5_VtgjOd_f}TI-Q^K*s{66p%b?CQ z>W?2*^v#U`A85cgbs6#=;acPD-`oO|%)XlbRC7db{b4WPjb8Fgv0HEE{rF2V!N01@ zk@bH3Y2evI@AuDWxEk+Q1N6^npsJQygYqwE6ge0g$i6c<7~*$g9e;br&4$$sXZbtQ z@L$(u@P|D5Nj24i_~W&Z#9Pk4qVeA3#uzQKab0IM&Yx=>)2L?!t+b;3zQK6=2BrJg zHL59HwB#jQx_?vSd`)ypgV_}=1t`ubVjKj~&sS2>X83MglRw$N1UujGGMBd=Ha#v8!?`x^EgRgh{288VUh|Di@(uMBmWn=TH~%)d!NRz|E-3lI;RLDvGC9Nj>g#ky~f_Gjb0if|Bo8k zC?oCc8pHn28n(lMFO5ph%&aU;4<}E=x~XRVS55RwKlMu?c6^H0P4WMCjo+alboGM# zpPJ}|iAaJ~>+Jv5RBxwSX|*3UmOzd4|J7Jqy|c6KsCd{tyuZDB=ScOubw(6A(f?0F z-)G<1U6mn)WPd}G{o0eQrVc{7zp3f0Y^$=ZknC@1vY%IWa!qUJZ)?ykfW~Y68Z^4F zynjbSA4%wnC4e{N`Ma8DKjOiPvDQZX_cX_@=SZ*byP*_+Uo+hG3`>{)A82&ydFsw% zZ)!mQP$S><$Vig3*84xw=tl~@CI!<}ihrzm%n&3!lxd3k7aG+buH$ZDYps^Q^c6Mh zXNr6C?mld=zpYVsV0qokVlkziR`&9CG5%?)jmI?nT@SAhqrGAKc|xPVYgcwwosxV* zf~PgXwk23zHP316pQHx^O_lwEM%-9T_dM}MFXMI zDem~ZMst@NxEE)=vtAJntL5be;w?31p(7J$t-m>a{JP1I#gb96zO0K?H)gTltyR+b zG0WF9?$4_R(~UvDsX^aP7KPe+yxL6Yj|Bg=#;T4n>Pi^;mEYH(na-yv@|s4jXg5s} zzZW1Dmw#F=UXeK;xty7_XqPY~b3Wm_v5C5aq+B(GZ<ZUPM`Hx3xA~H zf4|zypsc_)zmv61d=y*f+xPrwq0#E$REdE?HhEu{`KQ!z_x!T-y6@LKYq;&;eGPd` zX5M5UVly&tj(u$IeyiG?Ij0hs@;8Z3t-2E8@CUIO+b!P}A&L5$%y*>A z_`{l1vVyRLzPf*-;eMJ)_2wYw8uIN%T`21(D&9klC0B-u!dyL&sr}#0R*Cr{u9NTX z-K&{M)QnUsf2zy*3s);>8TDO+Dae{7_LcKbYt-!)tv!YP=b!n^Z+(XU_rYJ&BsDh@%72t`9x!u3y@sKstxYHrg3@OQ({R^zIOf%ja3u&J~VO${x~1@+E3!v z|4x%pvM9a9AusT6=@M@=_01NfT;<6Nmb@eQcQi2FB3rZMCsDo%=zmW`|DtL*-W>Hm z(5OFzUYmPYuh{=c!`-<-vx;;ZdD;I&gV)$u|K@gPKZ)(^M;rDipW>{!LM#$l+JCOg zyhUqQ`yV!NToz<4qW8A;UuftJx7DXER!gIX(ba#YfqyCY5G{xQ-_+onU1zlse!l$w zoyOm2)}y7dy~h6s4SWb-v1z=%^T@FLPnu<$!X>wTYdO{bFBRCUQ2YO;v2VK}>{9yp zKQ!*TiEfrt#s8&Yf6<@^%v9e06QCBC|5TZhb8B1tIsrNhF6aa0+LrL8*c-WVPWZ}N z@Q(mfj&p){X5j}h{vRHOo7kffdld*dy1x+!?(%Uzj)tREU$2FfzOnsH4fu=V5!FzC zKK9$|8$pJ??Qdz+pDH75gz5|Ww>2b%lJhQ(T(bkyn_>PPjrnsky~jr=maXY#pnq3` z{<6%$`GqTJR*k?z-Tpm||Ko6+e`CPEuK_pADG_u47wN%w6E_C_2O4B_{SRar*!JX`M{r>;T1tHD)bbhjA6b1g@*h&m5{5x zy)OUKSJkZXmQ0gI}s&>MRN zB`JfxM9vi@-i^DFw=KkBY42)6B7s8v$n&~{aauF+;hLuN{`n=1_(q?iDUy&qX?(~+ z0-cKWss{NkFQuuv;wg>tnnwA0qI=k~7kUT!|Efrk32^svTmkR6-w&JCfP0^0{i-hI z&+58z_vKoG(O1GZH0B>1?rmo)pe)t5G{T#w#cWP@AKMe^YAdqD`8|#E-J-lfy&=l$ z8s(kA$mXQz=7eF*D)>~CTw+jj%ZlLYAHITcoRfw>? zu@_jWys$NXF}Bd}(#MUhlinpg{aBak?K;b(uht?KZ;?OKSl=^|V7K4QH`pSrYnZnz zOk?+8fi^YJ8)bBstvU;GM}y!>=F$($*7yjFpx)&5UZURk&A8&;64v%( z_QN$z=ViXH5#3!bq68f}6mVG3tz|(4%e!3Cug8-A!~-=J-hV;z|B){3?YgGwzg_cx z3wga3x*9iS;nA5xH5Sfq#pZSdY@s>YC(BO4x2`QsLJ}<85Fm{?|;(t9sLnYpbF{e}n|NA+! zDAe-O`OuWwTcjBf4eUP0l;nO53HP9_^;2ZRYg@R8x}@?A!%^0N(b zNS~D)B}j-&CnmN*rq2Ro4+7+;4zH_plQr2`Hz81nZz@`sJ&$ibEK6@K#sUGKeC$D| zyEB?B=6A>A4}~>lgSI$2jIhA*n)&^x=$#D*qXI4PaBRX{!MK|eG3#7}fAkQ5CC}a&4(Oy2 z)%LQUoi4fR2Ypij1Mn{r_Gzk1kfC6l)a`&r7|4}P+ivxTL@PNPd-p1D9u^Gk%1FLMW zl@y^{f`N&;UoahQ(Xf$5ivi6~+R5UOz(LWYyOuqn}7)wjb@_=!4bg&)-b>xNrUi*_EhyZ{D;r~aGWhsMtK-*ft`Y}6$P zkV);7aOwLY){U%&F0A7(OMC$Z3TkOx9*)oMQ+k)uo!fNWpfH{rwloa}CaQz(W^uaE z6gRZb00r2uFgA?{?@y^eVR2Y;B}zU_6n?J)5u8-*-7UIUbV3(V3XNsOiMoyw1<;QX z^mcDJlc|yK=bX{$cpQxR9Re^ZVsjC+(o43llMX0^0XkQ}-QMi-h;FnTUkyGo$51Px zn^r&?G34C27*TF{YxH0+9gnVP?r~|(G$J^uMN-r_n-qP`bVElaaDacy;B$7U&v(Bo zY4Y)uG~pe}BZOGsq1dpyGaH)=_!LPt!j9}g0D<94#IQ?u6Zfz0n`=O4+np^s3x_WT zRfO5_CnBuF1^=rte`kI+7%S?nT%)R^E+N6nt!#hXAuptuZraKM7@*Twn9xt?&IM-J z98Ad!DSa%wPd2w536#PE-)9ZqNV=i7avB>^x~J@QsK5jOL<)uIhdGVEhXps+LdL<_ z&W5h*C7A`f00R%(_rZkHM|3!Ws)?K0w*UeIcW1v^3<~WBvi?7+ff5DStoP&T;)Z&U z+`j<;B3sVM=yY*@UeE>BrQL=R#Z4_Ig$F+NllO}0>3F8qe^Wmh;sBr9S;1Gq4R{DI z8bCIj)`RH~DrDe^tral@P$2`YMe5pXS%eH(3#IR9-(}Da0wCaXfWklXwIBjL>xq)+ z1_s#NzGh~2JfWX#D^Apa00Ya@U7}(CVaK~dh+pK~5Y5hv`z8*7nj$pEviSIS`aj}G z+{_=6VXb#Ic6JVoqY;eR!Jvw`LnJQ~5zMYfeVg@?kz>|$xtQbvAy5Pb3Xoy!;HiylATuW_J6jbq zliHyJ+5?6X3ivb?;(xqPcT&AuTtB2`*RoP}a;99%C1An(IPvx-Gx8Bas%+QPw;z=T z1{46l;DKovX3I663XW`Uyow_P1ReFVJOP@h{k$k@1~f7)#-?FnD{L{a4p2~T>Th`x zl%jYy>Q1m^Lr>*Tl8~Szm(0(p%bIe;BTcM@OO{{}3(f8(B+8CX`W4f=QO&URx^*F8 zfRc4yb(5by1f|dk{4O+MXBgeJhVK0P&|nt-2Do;?Ad_3An@*$$wfc%HL$bD#;5Y-CbB zqZ&yK@49l8S2LP0^4#xR)&+6_bbht8a) z@&!%SQOF^Z!U7LjDbIQ)G?Z-tdhRsR5o6Q5XDe(qdm3Sr0qxNyc?zIYVPMuls30u@ zgLwjK$lY?aqB5f)geO%TgzF7hD4=+s%?F z+m%=#p%i$c5vlzWQW9))K1mvy@9tLGbsFxG6MIyTlMB4nZA5~hGtD$Dj4N@Xz` zh^TFlBTnco+h5GWWke+gfN4ogM^0r^@Gp}JSx*v8q^0mcM^zL()>G!$VMaZl1q2~Q zB*&L@J1%9$;;t&&EM->}!i4BN`l ze+8i5_n@?PrhBr#qbBaNmYvXmgMkugpw_iXWl`en#JByXv^;>dPc(%33mL8x0o9AukbaS%oceC@hF|I)X=4ZR-W>u#sYIfO^T<{18 zU_M4k+rgYJ{}!Ox77>901E`-JjDE8iMAK1OrC#)Bw7;9ycfuNg0@x?1wrE&3D<+i9 z6a~(@2Zb%5K=3#nV?CHF^sH-E=p~MWUVQwy{*N%)GwEeYKCF+-Qnn2~xk!kUHEz*K z3mAw(t2x5ow;oXfN^oRdb|r_!0uj0Fb-K#qkk-%3kzLk^=nPrZbcg|93Sm94>Fh-D zv-2WpbPEKEFT@nA zZHtNkC;+D=jRCk3Arv%B*4@peD5}U5D#&R?fh8XfcyEBKGWu!3Gs!aFnN6uD*ehT` zPaVf?T42-F4L7S-IWrre0Gq-r^D8ZJzv86B&5S+)?}5NT%Cj>$UE0bw2{8fcJ}WG39~M_ZfdbxVuF$~WIQeCC{1gKT3=qL^nK-q#C1S|Fq}F~ zxRUHBx>i2xnm|RP=u$TGNXG-&U08WO85mIJHz1|G#XT8-`zdFexFoiNqLk zISB($kWwF5O32UIg^n($ALM2vtaU%v2i9s=W1|SdYVT|vcRM@pZwcn*tky$GYDC- zgBX@avj7St+&@@;_atSH*|cUY7Z5>-r5On~mK{4KiKP2-HaD~I+I8gvhLqw0KL|N! zOlDQ*yh~U+*#Spd5b35|b0ta4@1)1gVknwxBcoPEAmAX4R~x&JM2yf*Z2=gFXsl_~ zRzABYgv#c%le!DhKqX{K`1tlRIj|&=_3J{U_CyX0M6^1&R9d9ze0Mg(k+cZmvq=JfRD$&vp#)iz)7uRrGzh_~L~y>te(_LP zLAGP4VPPzAI9Yn9w8~V=l4Ti3YoWQk0Tx)u`?y71Rh~54dsnX5N_f+Nj@AW`i!#T% zgq75uE&zmdyui+`S?ki%iX~~;W>hJl!~`h?4gu*ttu+z$k+s4)I)erxsm#>Y;iZ%b zK+qY3G^+-?c89zWE9?9!#d2Vv3DmbUyGQpB$xQ(5)dw^XQG|keira8D*;Xk`*n)%l zp-I!#8hZc;c>-gnrz9vCAoFIDT(`eh8@ zvQ5y^-b8Plw+Xc**r5QM+Yw_^mqJTkwx@;cG_t{0UlRmSU}23j%gt+2!-q9#Ru@~` zt*gmg?m5ejk`iSna0`TzQ-+#L-tXR~*^$|hHi3d7L6Ii-kI%j7wF^yS}<-@&{;fH9TqCvH#;vl8k zdE`d}DMF12T8^5Hy&e@8v>3UNZK9E1SDwQ|fyCDuo@hn3t2K$2psVu1ZRtWh(D^1$ zX^WzF#U~p@YHZi!1zZK0IWt1m*)n7fE=5NBDH45IYqAm!WM76QzPGo#aoL+573bB> zAUn&OY~)qQD1xa;dt~GKY=id@(N-bR-t!~YicLb4Klgy3GhM2s({X$@gQ8Z8x$;Jl zTOd=A@CcoBdzk`2$mI5p@d28g$@4OYgxUF>O3?%)D2;cqYUJme;|1lUWXP4BJE&y@ zA_xN+cdmLD>ofa;FqHN(3djT{`Iq5}DFq}bO^0L>VD_BSpt8ftY|s)7$b;(BN&{q& zbF#o@-)Kc_Rq8K$@hk~85uB56_0tArV0l@GzSr= zlcp>qxf)n&y<8SDEm=IyU0Skm&}-bADO;75GzfmHWeY(eU1^)$4O%lZ<NL~Av|Sv(L0O5A!hkYX*TL<0vJ&fZ$@qp}$d#tb#mgw5JyW#|Coz=4LYxk2=< z&O#2LAd1P#5KHW#^7%EjPuE}omt3ts6xq;<29(uO%@NBM4LoGel1ER+XZ>G}Os*rM z1I0Y!=KAqgm!}!;9-JHr3A2r;hE$?LQVO9p@7~VF(LrZx<6wVN&>!T|P)+DVaFl|w z5~)(`pB&3&K3NyptN;eLmOCN*O1K>^xG7*N<=)yoUN_agx&G^p(0g`uZ=Ki@7R+Bw zG6!`dOYo~@YTlPXz@sE|Y;ZycR#CDL*|@Qh8h{M`(Duw=fYw^mk`+G4T~xv{^&jJc zJ8bp*4wKTwa90z-yiBW?sNkjG&g+~V4OyIE%=Vr&ng$-YDBKcUdk6c+cLiH^sFh)} zh~T3HoZ$QQ*1B|}*0+iw2y1)10qE5Q7BDI4(Gi@1!W`LgiHYx7}$fBKkF)L<3VFQaB&@( zXGX7`lcnoOfPsZZIlRezO6R1KMf3zoKC(`no-feALWwZ@I}HssXwq|LPY4if`Tnkw zEkXq=wGTXut(p2VvkU1t{&q2Wm9gWpn3?+V>J|chu3)(b2T1lG*4)9UO?)Me7X^93d z)P>q-(WVuMT^2lE;JP@OaP%+gIlG4=VL%QBJ8hI>pS=lJT7Y~)-?2sE%z7TB^(uV{PEM@3qz*%^dtK7|WrC*MK8&vWi_ z_}^MSj|LX!6%T3S{|%#*Dv>M{@LlURKSt-Mwr<@31BdIoXxYhlG3^)b{x4znt^2MR z6r4^jdQA7$$he}lTmS1-&C}bk5<0#wRKSVzY;j*)5RaKQl2K(<;vvV7#!*}S= z(P$>^y|zv*RT9C1QvE@*QYE%l|M90)wrJ<|>o+N(40yVqZV_j3e`vM7y8bZ0Lw&ja zh@P+kljV-&VM(p~BY_Au+IizzjAs*86b|zamr!;Z9i{k2eJK*Qd2iKaiEQ$lO-dwf z@&2b%q|yc{j}z2Yg=@>MkEn5Nk;g>se7%CV(ojy8)I=$opg?(OobB{rHy6`CqI*cP z+dOKN5MqLn)@5kM&f>Jsvo@k<$sYUDjM-zO1f^Fn1H#?aIq(2F8&YiIutZnzpSsf zkzioq9BRlCHM6Y8%ZsBhWF9&?o!5_ux>`yqj|iy( z9r81E?8wq=1`%wqcarVSaC{o4)U$I2by@@@mS8G|W#|ui*d{tU|-|{8Q1ezy&kqEjY_=Rzh#f){=N94kZ8yTNW25u|zgs^(i^zCQGjR5?-&8 z&5rJpQWy@oPL{^vjz}y&4NW;4hNig$9@OUL;?#2DoQHOD1z<^{giW_6ij11Nf2%-h zy=opPyW=IPIv_z7_A|y9=)qo3o}iKqFsc|BC`l0A3fi84fIz@j#&_p(9Ko*A-t#D0 ze>UTj8tkM%!O7mn+?GW>L!y;tt7aBngBT-$ggVsdk#4Kmad#b)Y^`i;UM5=FAvBov zI~6>P19{kYy4#EsI?E2A&fT{`zbVncLm{o_A)8nqjmC7_A}_QPB4vk(HG~l?nAsFj zCVFLKIG!z{cGRB#@ynn6MDoen4;9`3WxZL7dsnl%PUN4@<1ZSjC zAO>m5>=JmF>z4@Y5Ecaz-$Nr)`3Dc)Jmhv5P_~? zWs2BMWiK98*r9WxX6itN{|I%TjSW%+0u4%{TDEI0y6b0W3E!S&8eD~Uh$hg$M2U%* zDKX5>dV?IF!vrgNAh6O#(b3sX;{Mfa|5e2)5Wz@h=NS2ftI!*7Jg}9P zO;7iF7lVFc0Nd8GBS>%x2@U6Q?}jHcS4-&ez*hQPF3$LD5zUpf^|>V)m`Ypm&v<*; z&7$`j$xPV|A{c4VY%L^pkx4!-N;^M`=*L~OX+?0@QF=m=`KYLlPryPxIMA z2i^>tmLT#;6eNgpB&5$yp4W0aK*(LTN=s`WN1nfJtBfGQNu#ucjJw5y=n}W=G*tsZ zEh?D5Qq7#G^2NSEt3aOoW9%z^5@A2Y=lwY zs)+v*GD%3VvF9Dp32LK$VGou`h?R{yuL?f+BqU29f{~*$$%qt(kTV;dWk@|JcsV+g zynOK5_R0Rn@y@}%;Lb*88Eyd#e(t*^e>@z^Mkg8CaB#+>7(U~5GA-!8F3Z5PFGA34 z&C0QH1tKIgH5+l#!5LHlL0V(M{nvYw!5bM;2MN}cq!dN$Yzoq4CAEm)HF78}*j<@zibz~!t1dRtuF{lf}+cFp+FuXeMPPmIEB%dkIkCVIyv1IYeMh5De4{n7Y0B zVLXY-6^HS7pg>PVh zPO)KtPKQ(HbY+@)2p8Fr-?%(s;kodW^`%}qGzIx|g?of}O`1SD`!-oSC3jAnF9QgO!r6c(6W zq?05PaA2dcQG!h|X2(WZMgs{}im5AD_j)tAmN^?!H)1xhU{A}en3tDXu$H!SZ#+0V zoXZh!JKF&gB;&}Hj3tpP$w#i*{B`8&vD-wh6$CPJg_ok_acaqB8!r_=K~L}${Kyz) z=$P7g3J(MZI=tT01Rf}s?3&J@)|UVSQ>d|o-)pO}$n(*hi9NZ7U71z=M9CE6zPj=%S_P0jV2huas0`LQ?8;A?e-TjLypy z8qK=kN)a6xXebFPX%eDkqlpYzq|U%1dE69zb47xL4P z4diB1AV&emV`X{SoI)jaj0)mF>R>lwg1Wub8W-d=Ocqkxx;Y*vDm{B(QN835G73QB zNjh$|%V$GJXS`;!vsdPr)}V=(I6$Y>zl=`diEtm;>|hF-L4ZryYR2WeSp{%*44eWs zC_tuolaVRdSZ9s&=rB;hkdM(4S`lbqa+=>;k>(u^(4FSvbbc$%hxvStN=QFPy@v^t z$#;1P<&;n;J7s1ahpOQ0$URlT#31Uplp&$~wlYNe=Wg5TiLc*|+g3h&ODhUkv8ECf z?KI_pfbVRS&asW7n^xYz;Q-yWH43d(*wzFZm?-1QwL#Aolg;9EadCG%{!m8L+3|A9 zvSL8+S;^=S>wAOZVPZg;%?DVr2lTb@uM!b#9Qqo2F>Ksp-(H-bM+=bi5tD(aqzquI zd2KO-!(0WggRSPZo!iQJ9V~dQ6`>Az68rXgXG^eV^BJSk zt=(;5n{DOtVBj%*k&!D7Y8v!KNpZrs#>5;3y;BU&g#-eALg_gkuzLZD^DeKl z6%_e+z{0O*`F+zomq89Bt zTB%FaVh9ON_V89(y#_Du;nNbz*-VZ*v^p&sx3oNC@aac(#wAiCFDdef0Z7nW>1SieZxjK?B zNIm8=#Ocb4F~M3|21PotI@?-?g91ls8T=sLz1FgC;S`A2w^sUHdct`*wLzq<-wp8~ zQ|S$ZrwRYt)*EV6Fbi#}^DdUqrojRW$Dh_?P)YcSlkLx6`OI&9hW{7FhWS7=ZIluk z)EuyRYO_B>wDEkvR!L^Tz{3HX<+*vlmZk^;wz6ZUUlWGWwqq{QAV(Qg(Quz`!m{0& z&{^A{N&te7>c{Tq?XI8B#=}Lli6vV<@m8-G3_MgncyuQBk7NVtDhk3$ppRCBPB=iP z+DF-ESYQ&im~8D=N#N1IM1hK9Y7wYZu*g7#x(LUxIe2gt-3y-WA}S~xl$OFA-6o7T z8*WulSR^n|_u!9kH-TW1$T~ZXLLBEV{U1@BZSHZcNJs-Ts2o@ z(93cKc1@E}Qm!gxW>Y@(@`bRFle#3yy*s-coXfFXwkN8mb%cBK zRtk%yevhY%BH?SZVR5~J15_|8kNaLUGrFV~WH@k@eXiN2E*yK?-pV3@q3m;aMzk?Q zR$ALW*Fk}UQi`sw)H2CzO0lAP#L~!8hJ>STD?{X=X`t?8h#Y7bY-I=P71BhI&|4Y* zCOd+*@vjHdJp083o%Z=at|e&8lfKz`vKeIvmgF9R3x_;K3k6 z*&=lZ(zZp)o}=s&OYa^US=)%dM1w44yGe8sZQD)MJCya}U3e%=TifzrT9)JSZMu>} zxXQM&I4E$Go)O^Z*R`!6Q3Gx3T7iPoX>LBHEliPEtu+TQa8Tb) zntR|i8oKtZ6RFT$i59Y)en3~p(RCXeJ3B&c*$856z6{)Nhy(_%ANTug9!v&LVi+z=F`Y?!t}Z(q-&^F!O3j70(iH!sV;t67CjW`}4b4Oz3Y69WYNvZnZF zEXWW%+4M^dj|T)F?O_Py!DISqeR?66fn*o6H=qSB*eOs9*zNixA!{~JtRZ!9;G#r` z;zD^s2bN8QWGR6PW+|mD#LA>}aNy#|tF+H(fqpi;w`&cP7D`ay;HcGcTo(Ng6Ae3? zxUX=TCJ=LYV578I$QHPou-3BK?Qx}_HlzV8h&ev6V#d1>vQxTd{kFLdMCmfzlt2^5 zCBynW+WwzqA(2x4gcuAKsxL$PW(0a+<0y|8LI z0SV4Bz~PFd>`pJeNhTZMR73$970ji-Pnl3#e-A9Ml>L}{vci5$B7!k+G<^HH+98wm zpA}&au|+|S(BR5?OyUteX3Qdc%_ZuISjwKWWT7JwR6}da0xZ-`X$|hl3avpRg0YMU z=($V^wjKHzAmGzV4(E^g=lwBX3o$INC`((&oN$v^Hx(ErV8LC=rgj=+vqm++t^or_ zX&3x+93f;o(hLpbfvN0Bcj&Td-d_+Mui1838Nj8uXtJe0?9Jr3xjmPM16LW$?aX*8 zL<}OcgS(2J+CgcK#Mv8dIiiy{%KEVn?oyIh$kJA40i2d+6*1C6%smLrik!p?fT z8mkWD>$2t(!F5(!^(0}-2_zZIDrq~WB0uKaWtpBksB)FP%S=eq(#si)IY6hYmF*x6mj7c@ABI zMC-~Od*)U10!R&fD^rT(UaR}L`}1yC8czbnCRh`k}&Gog@pFmiX{v|A))h`3E5iu%t$KdGehcd*1V<94B;RN`OHr78%_i# zPT3NAlx+){=Cr#?W+=1srS)7E5Ntw!<3*I^SxSEf4LsxI%Eawxk-d3>a8w{OI+^56sz5 z>aMQrTw#W;M6KmjH+ZdtS6t^s(Uz2#W$g&vW}~f~uoe=Mh8BvMxK&vw@W2&XC_P)P zg?d1+g%+wzW*G}LU|dKcp|o>T5* z411o$9M3X6Pc+XH+6mt$CKR}goft6aEtDrwQOn2^)lk@?kr!Q6iv}K~3R^TiTWyQ> zfM5%2O67HzsVR}$4J}+>)47a=TQo>RM;ViZd;p!WxbNpOV6!4voeczl(k2@IN#}I) zJAz_ZixC5>8;@H68w>y&6QUAV9#@&2om2{uSRkT#J);^r@KXhs`CW2KJAeVa3Hs;V z&B3hSo60K99^b7b01Cie+0EgRJMV7^gSmOxJq+NTDaM19o10=dMsc8rQMTyjpp1Z$ zQfiPZQMLX*ym6}$ZJzQz9lEiOZiyiD`@Ii~#bjI7VRmM*c+@W@bK30|Y^O|MLJ*Gh z_(D}`{~s)7bL#x)A9BQ#9~>}1FosLufsU=yJl38en^m2qXry=GKF7dw$d?c$@0?Q{ z0T|@qii(J$gi^jIt)~idx$I00S==!44LZdUHV$sk2Kr<)iC61p=lEtRbO!`QalA37 zBOAGYvB#AOr;)7?I%S0}t1{d9*zkrHHcqWtu2J0~1%hVWO??;|E1TsBD8t za|t}KQD&ABNQ?g5kH^?+s&PctEzrsAQjKX$(DHC1qD|b-n;ipYSfkl;Ei12mQ*+Nt z%IYy8D<%3PS@Fu7!d9~x+j?nBP!JnS67>)_@T?Q5rwm)Vu2Fibbh~7Y0umDH8uj-- zheLrSYt&b`SqYp=< zFl@<`byJE-!GVqgM53d{MSE%=2$f|A7z64pf-p3I0lKRahaN?2Sre|r4`Q{FVI`GL zC3QFup;VAMZ6hBJ#x_Op1_j{GqRejbMEkqBMTJNeBysC&PZBmh3T%(x-x-~c6FG>i zBR->mbw0QX!cKt&LCE8Wzw0B=vojs_MDh@HX1koyc?354G|2_gKC-d2v|kMdxhO6P zAJUvl5gn47ji#%q92&UD;zBO+KtiUhE3PJDD6r5dH)2uy%d$SKmPzcPi)4y}x+P=^ z13Ky~Lz(uAM^bfJE3X#FU_o~j!-YKTJ7?FU{??-#9w%Q-7eazHlCJZxCl~uHA)Uce zJk-PO@MvRKPII;539!K9TW_~dZJ5TxAKvsX-IV@9FwJyk8t#gi0x&Rn%jlL5yASvl zRndmCacEL91qoIPNUS|}FDL^?YD`dON8m|HiKqEyE9R4U;PaN>ozG_77W*=ivXxli zDJ_zpS*sNF)~Y`-g?3H8}lQf@00zO;3$JY^PHma#3k?|*u zYz!0E8~;U^N7h$V@OUuDL&KY6PE{rpmK`!j$*>Ry@a$Ymc&)Fj9Mv3BTWsl;sB%Iv z+exLl1Rmt##%t)3+2O3;OEP(=B#Byu)Sg5vJz_Jnk|a`g**23FB+4_F%1SL2XekGv zpe&lSv2w)We|D6flp&1#*{2v49mZ2O*%V0<+rXgQUO7Ii8s-$+DaS*B#8+}>Wt9vh zPx3Q$mR_UIm4d#HR3R1ir2*E7q)ZeCqLmd&@#wIm)043z2@4EG1~OFpStCMdJJC2FWjL~wHC%u=~yd)C#~ z>3lDuB@9uREY!* z)H6+456%bCIVo-G*#m(A8lp1*&gA_vZ8T(2fK4a9xLK~vqCY+>wx-iDZJ#jN6rrr_ zPTJHGnQCb8eg3sVoJV&1^gpCb7a&ICSWOc6g_CL0S6f-jnPO=jJA1!BK{^Jy1Zj72Tw@ zDtmCy;7`{Cz4R&8M2U`4q-%oS`}AtUgQE;(O&F)}>G-GwH26y&6}}YukT95E#z$4* zqad?bhTxPJVx1%=wfSAU8WzY!iQEW?Zmb3us>U& zoj7!qqS8*vCLR`Kg>_RBpe&VjL$7|Sb>s0-5?UwXV&CrfZvXmttGl^=ye{JI>;%<< zE?%LrT$vC{04C_(Ts2()n4tUqs_6ni&`}BlvaffvCbKJUDm4i-5CyeHk52Y?HV!to zR#a;NAn0f!)5|q8chlGd5d>p)0dTc+0u!XPGNB~p%WAHAlLT#cTWSrhL`@RgKK^XQ z#1a+6lm{&(-lf|VM&C>DW|y$n2rNKBON%i|+P&KwodjuiMz@AEfCS~&Ldv7wL&v{G z``so*g8o;zPP>M_0v<)7q+Kcf$wueM=no>+g8`oz>MJgMlVi=sUDXK+Q@msZfszQqeL= z{f0~563R;?N(xfG>B_cXEV2tYk>x$a$MAP zk9g*`D&ov0cM|1&V{QXkr>_RD;*-tZ}6Z4HV=E48l%a3bnO2 z2nPllT5#qiG4rGP9?4O6UM%o#>%gw0 zr6i#R2EDTFc-Si>U)Hu2IEtY>m>DMu?qxlgMFgQTGxON1Cv4EmnwdmK0a6mbB@Z1~ zfy9Ie!j!~3Do$A13M3AYQ2^DjNHISURlID&GJv2{4U3;9#a*^x31HBtq?I{_6-Zm= z8B)^Hus>0`E0DGXhP2wa>@e1jBt<1JZCnBw1qdQ7n z29cJ1yxK@hVuCb?`rQlE4W@G{8w7avja3JDF)E0I$jZL5(#T3cR#UDr zvT~F%vI;zseZIoLCIEzlL1bZ{s?I;`WZOp;72qg_YO&<4zxTHA4(W6tQkS71C{P3$F+R0T zWv1I_#5^3Rf6Jej14j@}Pq{q_^53KrCXecE^2y#c~n+S{kZ1Zfb# z{Bk^ydw<%87X~Up@$Sz4rVyt+g@FP^Fy!7_f3Lf7cm1e)Z+-VfuFh*ef=OGhps z`y6jD&F(v_3@pO^>Ot)sZLP0Lbp{GD1e1mQ`>#dyw4W@rSRe^}1wSwqB#7GkiV_cG zfe)m`*{cj^JshY4w?ub1413Z2@9o_Z&_ERQ&%sT{LWS-7=MWKufmw7W!-1S6Y;P78 z3nW43XdVm)qiFki`_3@{1YKZ-v{iUEr^~_R*3$77vj%`W$^bWT<1C`h1UzdvDBQe)4JABY5fwI@p@c-!~Y z3Knt(&Ex(NohdG4Y~MUA7DxhRn$tklz`VT)m3SZ{iS8G@52wX>;%ttrL=Ww!=6Ntr#3qBp%Ly+DWp@W%*zV|Q!)NT?%whz2>P zJ}*EcT?Y6T2+(9bW(6Z%sGJzGWuq~DZ)}7H9vZ31C%92I%%^8Z8#y|Ff|X)G$*PZ> z$!1J)oE8#{l%$c22}hG1kme|(tQ#Bj=GMm1*0!*Z?070|9}WouQ70$XMG1=RDS6^7 zc8L=b*sQQ!9<>aCzySe!725c12J@3Coh~gWH*V@xA}Fx1scrFv;YUS(F`dz!;mUty z%{z4_M+y|2pJmS2kG+{&wI%Dsd=EhOV%wCJ9-2+sq9(FlOu_~z0H;2&yM4AZGZkU4 zRTm7|iij8@DA3SZcwL%A=?w=T$>jq-$SEf3K0FAJjdmPzbewckd)W%IEm;$I9N@F7F!+<}>EPm04uD%oz-zTF5E!_( zB8II;MgNez*Wi&*Qr6*V83H75&~0nXp)Neg-ub7|#dQZx`-j8coX47?m}QC6D7AOz-H&hI+>0yroF4}#c-(9lZ|LoBoYp6?66BVb#`vnPgF7)D6lwN zI=r4=jz@RL(HXNXY$-qj2YU>Xws$d~&qkJ=)p0yK%60xPBxPLD`fnA6Ga& z{U8|7BoIN!K9TamQxlj8jb+m_$ylt!iWy9et%$*5fr0xYIt@cP+?)1CzyK~+IsayT z`qExDf&vRSLw>XxFDsG2K}(UDgBBl;&gdFi8pjqryU--gR%aJj48*NYHK^d`pw=C0 z(cS5+@9v-M2`k8Uiz;ud;Hsz&@5=K}mZV}hP*G|wCwY#&wb(^Nc-W9TCQv!9em5`v6((NAH-;#NprKGcPppx}Q zwzx%pR>-zgy#Ww(QkjQGJNw7$w|AvOUrL!JBq*gaJBRBVl5QzwTDUaT@y>B1*-}&% zE=_fEc(_Uvv2dUYP2`vk<5_9bE&)Lo))zfpWzz;+nrfx(?D(L%ogE*bS%j&~CE8gD zn3im%mUw(nZHdPRE44(xK`PE_-`nX#zCJs+xaiLolgW4*+`i~w0L+7nd%cQme0HcU zv+)841RRpR=klasrDsQ`>5MC&1bkv(*A_k+**()eyuN)sFU&ogagr=MFgoQg5q-x< zkl<;0uye(g#HqM}=z+2f1M^`(5h5iRc#O9i27?5KTO@-`w9^6X-Q%P64H+e5TevdR z1R%&>5YJBbHC?tJt)~Md2%jnmZ#?o2j(gGJE!pYT3=QLf ziA~zxQbKpV-q@tYJtZ*`C_YCIy8SL4W-lkiv;L}2>DFQKC{Pt(0R6ay9u;zFO*U

huO4`G1)%=u!}=eFGK7Nhx8E-k5+iqbn+)Dix!5!~iq z;+uq5Kx#1SNFS1{!mL(6YA``c%Pem%&d-Y}Wmo&NwbOIHxbxKfB6zdQER}{UVL?r2 zSV!+n>1JNKq$)vQV`~)^TnmjN(9+sHS}8`!SD4q;q}!w0OJ}r%*enDSN~rN46{X0b zqaaib`qg1Ex|qv##W$~pN?1_SE@J&oTK*be(^&oz83mxk%bp2G=*X(ItL`aTfY5qP zFJ)O}=#W4I6D_O^nfhdHa&192QC3G~;lM?c79rQ!Sl$a>)3xV?VlePT+EbVNE~Pz# z1}2&l3njX;4p~%HcBEOSKLCO+l5EtACcc-F%%FjZGL4~R#5u;1tgx&>R*6)?fr{pHODg_Mh?MoeHADssG}L`|ir*}XQNKV8G5d{)At*|f z!}ptapLNJ60BtQ#yw)F&`aP-J?ACH6ay2f<)6x_9oECmaU$YYFJu(XL^`!KJk=d`; zO=ux|D@zkCMEK1LGc6``38%2al@`X~qcC)mL!$naQDzq!G|~r~I*8K-nFwZAVvr8E zo;;!Ym5@g&ryl8;9F223a~evhJ8-idgi?135zj^O5roHQm#mHC*hY@E#z zJwXP*i&qk>qO(b=FcgmwH{y1=Y#ihuL8;8= zvNw~t+GWkh09MlR`d{JMm!&g+pi`}JFza5(4Cb<}(ISFS84eFrRPeK`;doHcs#>Hs zWD8kZtqcgdl$2AI*I9v-7POM~s`p4oB+JrzP|zw5WT*9H5WTDi0%i@VnK%?}WqDGI z2~yQTUrnXQTegE{Jdi1yRhjW+ZB``5m29KvP=#e>W4vnF;#t?FWn)0lDK|HvV}qny zUDnN6L=dXFqYT1o{fz+x9i?Jq&@mnKFL^OmZz|KFH_wJt*424X(5gm4i;aZGS+~;4gyvNHLz=dZ;>l%4A^|L@m3sZGOt`vuS@n9* zN?JY(W;mG1rn)Sx2L&yyP>^PhHxk3Xo3Bu)g+>v`uxR;cIgz14qMI9*#seAeq_w%c zHTpx?Z_RQhJKl5OUCytDU+=F;AmH;BJNF)MERT}m*^Q1>6b=h4G{*!Ma^}U9Mz2DY z>}*yQk4H-}rNY(rOh5xuP&1V97UHz783qDAZ~1p((}_lM+A6yYzDi#P2@HV*eKd5!uR7pz@hjM{v>$>o0VB$?1PUP7oU9K!-$?klpQkI1R2XA==2OVWdSvSFw zoxQANabVz~c*OH8POV#$R9XL0Nmb&3?FpU|nbH4UkK|Y~yVYeb^H(7bz@M@|UfK0r zLS0!4PQn8T1W#Im(ZZ}v4Ewum6HMYeAizIu;b(3#SqPA|sw9Djaukb?KTAt1dwm*9 z@XAW6``ahm-Sz!ncQ+39k9Y2z9Gr9n?Tza`fd}zugF8R9OoAm_`LTrsI6$X1S^nBR zIuHa|?Nt*n6gbGk7>+7!-Ppq@G%z_`Z66%%tse_fTItH+0G;-PG4uAxuG}b{-CdAU zlR*J8`FJ45b&zc$Rp5ylfE6iwZB+vT4U$lQ$db^B);mY>S&vz7k`l!ufr0iEGDCD^ zcJ`=*6gFW1)ztu%`QT_%Hs)3}0H8mA{4>Ax8U7!LD3s&kyXSFj-#C%RW^rJL*@a&Mcw#`z4xj6z1zP&-s-Az__K8Cl!ydig6_>#(*=MDy6>-=E&xo> z-8UBvtWcQ&Am}Ln=ttufhM7%jq--Sx3eMl5kbnKQbQEvp4;-9N$JqMk002mnZ{6El zcXsx>>$`OLK==4AAKNbpvXLauJ_YzGJn(TA;r8yq#=A+TtV@cS1QIy-XhyF8z4eaV zOPvjpC`lkR^s}XHe)dU6y_>?9t@sCaPwzsu^ z90gg~Svbn?6#dXG_%aJjum(~cA4S*0WTi^0&ENo^542O4E@d}1Cu`im0GH2xHq9qF++kOcHa4z)muMcG%XK|B-HZZ{DeA~%>wI9w70U{?BV}XZ{Oe>GU>fYVC zbGO?$IXXJHvmV{daP!-nYk)ydGic#k+`pySvomNa$g0K#InAJjFQtjIt*Dl`!~`kL zE_u>l9#F6DUy)sUc6OmT{U9!(1Gnf2*len}hW27P@FcFkUz z;ox-In_j=+(cC#XF&qSZdYvX0r+oH;rm2ZmDrqEI$wJH12B(X8u^JYM29~F8(?ag8 zNBv^L@`%2*X0%x)iUb44Gq;E1{)e=!c;`Ti(xP5sxRPf&{;(Jw4kihewc&~2!1Kgy zvm;!~Qe)bc8VjI+|D-wP>3(lIiqFBU=|(CE_}nL8f#JE0OSf(wM;cp zYZZsb0rIn3qX&cOc*IBFXoi}Bc_l-P2d2lT^|r9? z7!Ewo@q_*Ge4DPLNi^FQenJC+>((~yGv_;R4(W2vMBTKoummF5p4wh;o-}33E&4qP z<~i;Zqhi{l>yy-FA1yc}7&tzg>Qie5G*vbR7~no(5AV}Wq(vVWLIM9N`{RoAFTud^ z?9S*6CtPVkTC{bA2d2;QlSi7PCjC}f5hW7PNe)`LGhIxQeP=5=J05?ym}p(KXeS|* z$KNZil6BDnKZFAQ^Y)mEY9C*-QKZU*Q;^_$e4h?3(b{U!E0#dOzC}{hnQx08B!LLF z=jj>wongVDL@MlSp}7Y@Wrw-_7lJnvCp+;}fOGz+ryy~t7OoV)4 z5LuJ6s%MGW(RvZe~!uk@3V0+qKU6K;2MGhiD z3s~qdG(OEktF9G`Km*G&G~O65ru}3z)}n@DIPg4q#Fr|j+)s;fwZHtS`_Tf`J45U`&+8J+Ur*W7WbIaV0=gi&5T3szXOMnFQ&!$S=B5nl?aG$(ShbxaCCK6yR zEJ|R3;koyV>3DPSV33X-TeN)*2(G8P^Gn`au~w*5Zi8yT$7a6~{$Y_o@RHeQFc`0G z^eCJg4pSqRniE~oJ{-#H@myI2I@rH}=Q|^N`u&{l-s>e&iYL`;ubLJiMS*g>T9$*3 zD;&_BW4+Y;T4xodhzV2~b_Z93IS-hoi^R}m1!d3#D8nu2;a7`dQEXjJ=5l{f15fD? zUZ>Ok7H$Ph0u+SLiD!HhsR&scOjqRi3?}Hl3c3#6Nq=sW*y|5^gJJKK66dOk{pIEB zyP61PdI4n;K}^_X>@Qyofeq%TdW*Bccsyz6T=21RF8GIZE>E1Eovz(JJN?xnI)8ui2^{dJxQ-# z(zPO5o(93T`xYc64$!~ar;{!hQyQ|*>6m=G68yHA#^xK77nIf&k~OgV1fZc${2me2 zm8qr^T5XvkB9!UNiQw*-(rIA8{%yE6> zed?5wrHt_WQkUSpr8Q8+f-HcCx-x2x32DeLpuzsR z{&;eo2zDDpqvlH|rpEy8l=U46E;KD{s(a%n9!nBjLA zmLi1*wkIh%q?2(H%4raOx^FE@hy(O5pY`TFclgfQ_H_JFG1{S<#yI1k#i}{(8_^x5gv+8LcqkPx&%?uoy)d=dumkMj$K8b&rS1c7W30QwX^yBIAJz%~1< zysE+?mnZ-?3K^w~eN%-5Fo1uFE@7c{rt`JUasQb9+@_&6Ew2)hYJ>T3pjh3fAwl^C zynI4O22LoHqKuYbC>J`pn!N~Kd5%i(rf@<2`QnNsv^6zbyUjBMw1QmQcmoeFkW2x@ zFA^L4Uli}yzK&gCqM7|F@0|pgE`owbDP9#H?$KJ}-bJDW4ZOSn(j^ekVE>Z%$h}gb zga*Dwpj8$jz(+a0DZboW4CjMMZ#v%?kND1)*Z9({+1I%*>9ciw0Sh5K`%(iUS4ueE4;l`Q>>oQH}=PVTh#5A*Rs$ z9_*LGk9J08_UYtE9%@vxOR-UN2w)-g%ONedzvJ3t&)xDg5M!7U<54&B2U@yli_>0UCr~A(|>c0v^Q>Zip7WO~#`c z@77?8lhb+2x*-LQB78M0J1t)**TeEg4_XK;hXBX?`s_z@UrL!hAs%=EKqW;fT`a^Kn1QnKy{aLnu`zCnJfC0tlDnUNXy3XxXD#6cg{~Th=92 zaiBo1jnESHLGeLvy0%L7A3&Y%!UbU7`ono$Ix&4VD83R7p7SeSwB) zXJ=CywXUt(KZDgvp?D1}w1l!!)*vV7_lx;eZ}#D*K(CQO|H22e@o4RrorC?V<%SJL z9|prnoJ0fHleGW4H!KpV(*~mt_pMOahd1*snZ7fk`R{@F>X;@&c-7@u@nG$s(^==g zYgrnEmLZViszL_&Et-Gebx+2XB-TJQXc`W|5GK${ra}KhitG-}A6mX9Ocud1X*4js zFbSR|7ZWt_kPbs}c|5Sa(4VtEs-@*W z$hTsJEY^}gHZ2lU@(r8=eP`6-zeiD@ra`CK@S4DFu&UXA?a&1lIG&spL&`=b7#fU; z+_wf_;FRc>i#bhzYqM#BZojqYAr8=AnAu-DbXEZ85j9JLw(c-O7KsP8TeHCh-HNle zGpCJ;?YyN!uv{7qOkbW|*$}C-cYK%|5bWpe7I2m~gN;JGg0Hv`E@`e6++YI;a1^@$ z1?`J?ooQQ#hX7HWC1R2=Ju%h5gI5xkh)Ke`#W2y`FGE-&g7Awd9IKRup&g{obagg} zGXSPktC5ohpd$nZ6P}Kpxg*O&x^9ujyca6E;VG{cV@cwa5Tr3C{1(+;0I7TN(X8bpKCAxg)W$VEtCcyacd zAzjk@)*Ac2Q$EU5>8gp(aUfP%NkkAn1wu{KM4}XtMFPP~AmA1A7j&R&Vg%S=;0Y8V zQUnRgSMjp;bfE`n(uh;?X;cuu0%AYc(Hm;LHtC8}yb4s&QcCP%+Pk_+4sY7hDp1fq z18GysgBpar_*_&eut4&{Y&Klm;L~}}&5j?f&IT*r7{jupz(DmHzt-vOGTXgkY6+9M z-6pCGDJwxi{fwjb$6JPW+9U#x*gOsho&e%zINlV1U-Q&>BQqOwhIm0FL9U00r#}czx>;-4ESQ%tkcWwGIqHDF8wD zJYKEZR@WdQ0|>zu;(?4R&q~h=*>po_;7I`>s7f>td8s;cTJw@Px~r{JAs)z{MWK#+ zi6m2ls07~&p*$F9zF@ZDxK%W3M=sI0S&RlzlWq`{7${4}dwVKC!Thpd#x9_UwTV?S zmu3wB!T6fp22SCt+a!OxH=WXOQQJ&|A#jOhxy?5A3TPDI`8i)WF!-ogJLbP=-X`J# z!qVbj0U+3(ThO&&M#-HI2NTwZ7*RHGY97FF`G0vhFnx6~9rEJ2g2O-ZY%~-b&9O{C zOW9zpfB>}YSqhZqCGoLY4X(n{1}lsOiY`Kl3*HyS7qpgIOWt5EQh;b$4-3}E7O5_= z!E^(CXW{WZ5I^^@_aL?Ss=;OiqHX-H5$ z`>;4YozkgaG`p#5qk+2)zIS{P9++NwbT;KCK*nFWjjKUw#i1Ck3PdnI>7Hx38jR=? zJQfG&FFd*$uAPmq);16J(izeQz6uytoD?AFUcsxI<0}f`$&Yr(O;VAB%WBXE0Y_5C zprHK%UcXD-KyTW=ymot5V&(?^0#JfEg$r`8VsjdNO5V0A7J#686$RWG(Y+(Y8XVmMm=w3i1gW=aK5l(B>6wlELfW=A zEdW91O>2M58SV8Uol9;`DioA$O-q4-_AAiI{y5Zr1$~250Puv4E5T8W=kXb(jB(|P z5WGPL2Z)Hd!~>Z(rzk%y2-})dj0w``P&|K}i=b;Tv;%;UuS5fpH>CS?+0O-?N`SL9 z1YcW2QlOxHjf-d3OVNt5N0Z)sZHxb_`}9W3Yb=5nwGtTgrcUKsg$k7$)am59mf2#0 z)VPRQ@6lRk{k^3k3&!xWDnQVEl~wGXl9|!u@c4pR8bUkL;8hG9U8KSBlZt&av1llh`e((ex@yii9p zt_I^#AQ;W#9|2qi6|=68%D{o@1r%eqH@zrQay97ifFa}(fS`MYUZq`=wEBLHxM+(p z{Y^WI2E)t}2c&6O5P$9?Kfo8NY%nM^Us{$D!{OR{IeQ33&Aptr#I=xXq}Q3CY%q)} zVAF2BZ2}R3eJ$Flw$?|SIO{&7xfx1j2=)ehQWZPxLkjM*OfjG|Pr2(>IF&MzCu1~7 z`NhN%3>?qmXEx*!#c4vm1~EewjmHDib1~DKf~rBw$WguN_p^JcX!xi*u_dJPc#z67 zJ*4gHs=Hi*$>V|Pneyg^H9q5CXs?04jI|fTfd^;d8&9%E_qWh!CEAkTAoPjZX!o_h zn4km&=d;mcIf2wdiwX}+&xzM)T~M!B@oc5)HKYv zjG$YT+MxuvGdf&td0dAA+!tu3rgu%T0RNX3OkB+kff^*1MB)Fz`J?hgr5)nAazXX}> zJil4-HC>~17$aII9(C3Yh8HLV2c|uD@MwksCHY;vhd+Z=IBvu9+GHR@u|H{U7Xg~k zONI@ldmZoL&j1glo0=7D${}BTs)Y|5VHA2vNpwqipyy zUB-coPESAWA`%};*ieh{V)##8i%f_zzI^)8n`^hh+A8L1(t5ovdeR{_I48qHHqntGKxw}1Kdml}uD18`4$$K^ zEt0IYulVnie9n4KkwCBiiHbZ5imGq*(w4mZ!jSH62GB4Ms<44hsc_XZu%YYa8_c^rzWA zF1%OGkRHQ4{@%(E1A*ceDCn?6Q(uK_X$>S%BmtD78JtlJ%*k?Tt!-!mD9}6wX$GVD zR3^e}vJ{otvM2z52H<25bNaiej0R(Fr6=Hk;CT>S(K(-~%4o1@MUjM9AbJ`^v@L;d zK zN9i@*fT3jHZxGN2P)hePHVW{qumESpd5_LkJTuz2fA5~tdeiY#j=$btvM_Z#DA+5q zU=(n2LX<|)H+Ki6hLu{*`0@Y%gPQIxEI*lzsXL&_v9meds8}RtI2!B)2@zExDkxB# z-w!`dzuR>hmF=~`>_G_Kuv{e<3ixfx#g~`b(e45I$Duur?e@XJ?$-K#w{yIHywwp^ z*C1Cfa9!~lGNEkpR!mX0&eq29#?h82RHLd4ijXN3C{P-{rEXq4nm-`z*gZy%=JzN? zq`KEe&Ao&|F)Fc90J5d>tMKn;@0H!swYIm@>Fn&^5sGPKOC_`_P>u@)d_8&6!{IBbyQ4*?q&v1CIb$!V6NhJOzWNp&nV*vM&?u#JnyJSf;x{pmGbu5(q) zFUL2ZhP5ACVu1tr7x^;4O_~d&ScQfJL%z&CijNvBXJ!yfl0*a9%YtmYpj*s;v!H7y zgi;&itkZM>9td9w2@5)@fhNrJ3?P|fxYQG*Q@fhB8D zfr9#$pr-JxFH;yzl1V8MX{5qXpfUAERCY|Xc4k|l5bdV*rqMw53d>YJHmf?gkCO34 zlQCc@SrQPGruCI?u=RFF3weXvO>BkK;fP(jB&C3h#Bx{o%sg~73g7YQE+1=p%Z)@FCGf^Tb8?66K=r~3M;};a8nL<9F z7EwECunD1-Hh=|pEUjI5D;?`{(gG2TuRz-E#i)NcpYm=5Q$4}~HP|AR5>;VVveGgV zT5{X}aFwhc6Rfb`F3Ls6)3B_9w4MDbNO1ZZJsi^%4K2*-GUH0@H$nuXuTeZVV~{vq z*RnM~ju7ZhjZKBOA$;5C~Owrn{WtoDdS?#H}79DW377kgRO^hA;39q1S2O0%KJ0{{O_i zX_sTiaV;vZ_vLvKhn`1{BB=?KC|S>vuisr{4^rFgX5a3nWXS`J0!~#y4d8$ndf-~` zAKZ`E|Mx`>J5NSr=0O1GfYw@KR}~U_?~I%xr$~{{OmEXMpQ5J`e3@RRBVVzHF&3aL z7+NrqZo=U`49A2`n_eyYTvXLwIHPg8@l6`eLM1xfH_1XH*Ns1Bl6_k*s=;{&!TSD$4%e7x zl-A}HF>Qg*>1DwQg;_l@?{k@-`CR@<`J_oe`gCN1H=nva#qifMKD1n;6Pq@)=-qm3 zB8yU}z_D3V5K#j(osfgB*=Ayg2*S&f&|kxibE#>%ZHyigloussvN54(yTHhnCfl31jih&- zN$=CM!e)oU7dh*sG~HuMP9-#Qe7zvytmeC)8m~z~Z(u=vqd;xiGRwMRV+K$;nY+10ebEaua_EXX*!n$|;tGISQO!%KQXgApFuSujA*eSjMK^@1YY(aD`CY+Sa- zXc=>HHwBQa*|gz9%!l}9KJl1tho16Ty5e#jFcoS%0pz@kujb?={fXlIGw^mwVV%kc zm3d~}#?+$77Ul#vy=A)@oYa%oLwhz~`Xq|$eH_y2;eX1rz%oC`CpPy(DFjVcl;VIJ z2W=50c_6D`DSH=YXbv*T$RK@MinBn{dpuJxt50lhy|A|Z`?5!i*2Mu^tQ2!V&WHTl zkVCh@>AFzXM2aiE9J57{pn<6OIe-+E80il^8VQmt2?TxQ1i5Oqs?KOuvU)xEd@`X) z=6W!qe}^V|4=cG7ttf#SnM-_<@vWTa znQ(YKeU1#ueD_sQwxx>}iS0&5(-!EU?k8=f`#amk+B!&eQA`TYk0ml;h1S-Z=)ZNg zs<+~<($Q)nr-aInvlcZWGktnm?I72OPdmrG8#6-)g?T$hU!Y|?S_9b%SFnFOW+|c4 zj~?f?4u*a)`byGl{_~hdWV7C%Wy|=EIf_p&wU|gm6r%5*5BxYFKbLhqv)*;KF~gp} zXw^)|gnae%2YBqsAtt*%n(P8Olz*yJZuY1~2q} zlGS^c&iSCv@@Icog_!iNG{*>y`TpRyroS(YQ2qA@k`3DOeZEW0+?9CYum3(jLkNZW zasJ_hhxh35RP$<{FX;K`&ow_?(*HPLV%=Nobn)Mz)v`iszNM!*^sgAP_S1h$FY`ig zeiWc9lC!++}uX`v?k5I}`;=9$isjf+FA4mi25perG zxLP@&$GcQMt!>Duc)ex3EI57lF@eV7FBbR7SuIeB~1`PnO_Xc zD5Gt4bNe~7C!${LRSDxf(B*rCjIQnG^zT{sqzKI88lXy!g@=lp?2C_mb=p+vTupKD zfMKPzTcSh54fZ{s%50ylt0l98VvB-76(s;13f^U3^9qXXToIs=;T2^t259l)>CzQN z(DG_%MEl#7%qr>;-b1#?;Uw*f+z6J9pwgcrLDH&dHJVbmuXpy-M@ z88V(P2Y2t?|NQGOpA8@U_R&{QL{JdL_AX#-A>kK^3DQeQFqy6lw>e}aE@UVUp8$kW zazqebM_TsrkbdK?vEp0=kjktM7SuQJ1x{`L%DENiA^_FG?QnOIZ|Ny|R?m7Ox40m` z2Dv`x^iJieeT9SPTXB*LK)HNJs34Z5eQIQ7m^+qs3=8TDkm~b1t4?`?Rvg9#L@u`$ z4`f%7G9shiR-Cs{932BriP3?!($=)%5I~+g5Qv0~ooSIzZ6L z+G{^et=qBoMyTz?iG6z^W(JlyUYnDr#$dg+*9a9kzKl}wB}+@P^b==Qob~}qu51Ab z%Il}~YEF;C(Y@g2r^5mZHs5!|WnhrsJ~ht;+pvQ7{ZACPXHn9{kk>Y0Ev=~IB3?kk`;;_xd2Z6P%>*eKiwsRae;^)#o?tJg2D6>=MZL4M(ko`M|wmi}{}I+4NL9It2DRYbpN9%J_m(0Iu*fvG@ zkpQrn&prsh1T+v`JfDxogWo;;{LbLSJiRzfo|w^a84R1JEE>2jHJ?tVXLO1-B~x5Q zvLJ#ih6CI88@6OK`8T^4_Hs0AoA^V6F&NLLv@1++FFbop`?L$1?NBf1Oqp0xF&T?7 zT^=Ce_K7*6dzX{GBJo zf?W*RE+*oDpqufxnIL(lS}{DuSnWy-I3$z{ht|R6vxmJFj>q3EgkCS)Y`K@xs}PS5 zA@9b9WQCF&H5CVRW4!i)0Rg1ka$l|M=hN!X6e#nK{mD+_OK-EzHt3F%mL3S1;FCwQfvkY)ZN+|CMYYEA05!At8Bcb_ga1+fR5`TFWy4Q zz^qu>7Dz2tVZ(Jnfq9dYxp2KIu;@E%kUVSGuLARE9u#<&C3FV96pR9U3^}c(itQJD zc?ce;D%8={>G-ps|LoWQ=f6Jr-d}vr{4d^i?6tCj34*+{Ak9Qqvgz_0t1Rl#F<`Y+ zSC0=BH-uq*VWokv6njzvszro@hlWDYVDvm%iGTn)^4-7RkvXR)ap**=8M;4XrPF8k zpW}kMe6#Z3pm@7B#4l6UXS0$#Q00B_Q1e{<@u^Lf|Mjo_j)_v-&rsJRK?6-c699Kz z@P8)lu03J@<@AIWZn(E|YQDYx&8MHz?I&93cum2l7lV3r_USJ^#g!I;pR4G*IidFN z1X}r3AMiv7Rc2S|INiZCwO|a3X;%5vt7fanJ=co?V9Nx zWHkMn%|smg?RTI*BLR8Q^e&Ad3{Wy3I9~6PA%<@I9G$uhwhQu?$af#f!<6-RV0}go z{WjdbPQUj=h72cmEH}r_L{(CT_PLv z^rxgVnO!SR`3cZmmt7!&F2Bxc`;YbDVNF-1>B>3Xip{;Hvfn&z?Kc^kjAsd;uCds5u>dS&uvu3n}G zVb71FG{Xwf|Bu3^?(6<0z|bA0UBO)Sd`;hM_ej&1Yq;7FALRFL;^oZ&)G zkho^rRg^s&6kD{_w0e37cvI60ciF=pM{4y6CoK7y!jdcV8X;}JW0@^>x3u&BJ&h_U zA(uvU@?zS10smcd>YBA9MI?n7UE7XgI>`J<3{Tns4?$NHt`T=+;Pg zSkkzK%!XQ*aNpv#M3DAFh4mZ()27`b+f$oof;f#6;=Yn?FGq4h1S7<1n#=n2I;-?Z z%_XLTOif*U`CZjTM+9lCxbOV-fjf7=eB<%i)SP&yvpn@`Dt1Y`7PpQOVp(y!=TI_w zp_NZ;x)!&B4l>ywS^OS7r&2A|+@qv4k!2I4HG{Wg{=Q+7v6u0b)KR&y6=c~K-hEKn~fB(V1h&xq^ zGkguGutpmPtn%aL+fDMj_rCc0x5IW}3O}NOE($9#LEc9VMkDXuzdXD5$h6SB$rR_e z8q}h)3<*U2r1^Rz3LSA<-BwKe8tk&P64l-UlbU}#fvh2X(B!hQpfTKi6C8I%=k3J- zBE_B52C`^4$pCw0+vUT0vYk~=>73bMOpR6ak^QvGlmn8o?J`PEhtG#}w0x92QPoeo zEHOdeE{mDvdvQ^}cZ+!rNZMsFmwafB%ktS;?-pZBke99Uk(rZmu%9X~86am@0g{t` zCgMN#UVxrMD~ayQ$YaC3OY$6$^y{WmY5J+iq;y|wZo7%$x*E|7nW0JYz^g{%M2QNdM~bvj-0!{OR7^9fP|f4p;+U6x_xJnb~IX^sBF*+$lIj{WJ^7069Nw zvej7aDLo%IrlG0qvnm!%8{ne7@;v)VOGeHkNn^wLPn*n1tI@U4b(`fB#|azo9hS>+ z!Fqa$i3N`+ky-IZlTq`?%HZMWzkP6L_~`40U)+1b=7e8%m?5Reu+WX^!W?zq48EW^ zrjyTCXLQSxUZqX%JpPk{-b1+pYrzHiyJd1GgBd_^od|e46nJpRxP`9?8$5qW&o1*m zT~i1OD|loGDA{2>JzLNCp$FYkZ}`sc#JT2gVAD9lj}q)O{^#sJN>|7MUe#t z{WW~0Ni}hYS{e864y=eNDu}P7#MOMc;cI~RJJUK$kX}wnpVKsmWmR#n9Vi7eTgVp5 z#Q*G0X(2%wO#2j7nF2xfWm<^|(om0^1WVLt-kcAu$5~*|e}FP+Qmra##fxE~H7Tw> z0Fo7R8$QImP2b#%7UPQECmWj+D&n~?#Y!W8E-Zrwu1nK;@Wu9&LONHI2Va@3y}@eq zlGSK?BC>r8k3d{5vtZ!*J|#0A#)Gd0pOJ`C3#jZFn_i!-Mk`(7^Uiu;L$9qvev;!faeLS8nnp8O=hyG-m-8{I?T+ z8}4MdIj6AEXZ#+9X8bMDb5yXuJ6-xSX@dukU;NSssilLCbBbO`?QE^AB!E=>r z7d(XAZoU``p&OVpbLf&4zQzj+ye%>UI7GaY7cpHA&6|1R9*^RJV*}TsqCtm@51Q}A zwxEPmHJ{rh4}PUcGey@Jgfl?Sdu2Iwy*wF>pR>}@45?Z%z=xFgi&Ey>*=9N(i5Odo zgSic2dl@wZ5L0M7WW?oa`a&*x_SJSGcnB#M5Vc`*ewH_%9t$YoL&}GZIYrgo+PPVJ zH}`ABn5(QVF$Dw_+LC!bgnGEs=_@*5&Z=);ZHY5L&dt1imehzuDQWh9I%g|Q6f1Y=~iA+?pU8@pI9RW*pP6YOL$;xKmmrU!IYoy&`es| z_!%(B#i-Myp$lsi5{mb(T}Pc19Wq4CXcE4hZqA42^?EZOt+^P@Zh+1loCA_XZz3d- zc@jlkdy@hM1btMhCsu#HL(%Mx?_s2d1fo9Xq8_>CB3w(P4BlUSBC4xvnSk#Qk!@Cei3s2jAqGQ;bKR3in;I~3ZxqyP>7c1$p zfC4_Gh@l`79eaJTnyy1ZfdYaGZHc>mv7Wx#5@&!M;Y30FA~QyIb)qCTBnSs0N@l#6 z>?qXLfhci6QlXG2=qcoggVB8z5@&!M;pstrGo;7$rK_ixqC-ZZuD~gdMf6oyfDH+S zg5hppETpf3;S7*d=>BcuMWzY$)%`O9h$(b+Hf_GD^wre~3JBuk(XWoXNSK3%5bnu^ zl*jPoQgDdigJMWGUB39Gxe>4w^Z1T~Viq4#cz@C)J;r)v1|2eZV~!IZXT7q(06C=s zGUqq@U$10hfDb9WUx||*#jVT}Kun<-AIGhXrL?=1amwKK#a(}IEoeOq_^?U2>aM5s zXpuSa+v`$$oY{y0a(LGtCq9ywTcUuVf_=CT8W&c_aXRSX43NW@PebDVmro@$1aKcW zq>@XUu|+!ixJ3>~DhvYa>8nkBN(U*~>UKw`GKgu=A)`<7GCxQtvTftC0&@~<9!7t6>kERZF<7RWlz zGIG!p!9$3cd_c%iCLam-4iVXA)o~d)*dl;Kgm4NV_Grt?F$5vQL zhkDBhAg0jO*|hnp($xt^DG3S)y8dT+u4wR2PrrI}w=#h}@0lolbnxZ8okeC9FWv2+^`KzR=T<&f)jhZI8&!GE zWzCPPcjq*SA)mAQjP7rr4Zfs*O+bZJy&Rp%L!b)t0>@S-{E~oz_D4u@?joYDZKTvE z_Tt#$3}I5u6$ri#q==82ATvb@K4|<&f@JQeNR1SIFnQr}vbzx^*m{*J zPpY+fb0+Q{Ki@-*d9E-62dW#hZ|9@Imw$Trx#@e{S$os@oLAy7wWh)tD3|LNP%vN1 zGgtK~%d6rpngwd%HIQI^FVDKDs>zxHuP?XU(ux(rUFuMdN~-|sIb$sZ7m+GQ!mmWMWW4cD$2af*+7CZ&gbbd z^2tEK`c{pS#k1E%t^f$OIA4pC*BfzerAxj%9GKpS z^0k;u=d4XAE)f>1lyZYj@IX+ zCBGP{xUg2tlS2c~+c6Kl5i$`~Vef0D89Z>sy#|F|sZUSobqVf9b?G%CNHD%Pr`L!# zua^}?q^F;r*`IJ3F%7w>Sj=kx?O@gXTEd5v+qtA`y3aX%m4tp&thF|1MI8}1MBHk= z*66kNNi--{KpL>3h6WoFvPBY-(eV9(wcdV;gyTcXn{zs0GqC^3T;Kg4yB#$9RhM^( z1djJyfT2?t7|q21@=?;{5Hf)M*dsG^`2-;RHo&r+dElH_fO*dvb&+4RN^GxEk ziU}l;b5njDmPzigD;8NKR;v_tz5Ry#Dr79Dd*1<+P^~HqK5S7enl**Dp(O`?pr-Gl z2_%s7W0{fWVT-|+(=|o&rRjR^VGhL{Swd%R)W!#qKbJ_kFPVAia5NrQ%Z)f>c&_OA zG>vUHD+K>U3Z9P^BU<=y3lI<8FIlsWd(zrU2$^p!s?BOVaQ`(MnY{B>c$)sJWu!ykeq=R{)>_KTtt@9qElkw_;0seD=Wt*5NAxH2^7L7OfqaXu`pJ&aQM85Og=8?1`;LqZz#lwy5V*3W8Phr9;IX zSYWYSW`RL}9bXBl=nwRCswCHxtG8;NynzMv8#HCCC<@z3_Vpa1dc@Yx?9Q%K63 z1jUY2z|2d?F+k6)@LezX>9en%+{+44tiA=XtPl=eR8TfWX9XM@3N8iN-UcQauLp`b zbpXlc-9du!W=I?{4)6T#-kpEmKhR;oDiQ}|@Lvw!@%*E464p+!%N9_w%pMb*S3_#g zNe8)SNvsmZ02OeutN|6gNexGeVG_`=bN%AbQ1DJrEOI`~1XWac2m!9u004)Iq`w=V z*HfCq_S@e96s$?xB8OIlgz4P293&W%eCFaNcJ9{!3f7CEP<$EFA|T&FQS5F8jBLSL z#3J8$HRF*nI`dgX@FiBIHNnvf@hWd;s{$0PN$puAZMJjmagbn4%F!%)u_n^lt`-q| zZ`SL<-RbJyVngp>Buf*D@OSimS6d`bmLZAkdmsag+Ix#Mtj+TP^vdySG{?`YDMdFI zfkQPlq{&bVC~|kjaMMJ~TqL6TH2pjzcX`f>OtBXenK26ozUu|P;evOhnpzTNG?N2^ z2-X`Z>&bMrIZtw`X$?i%1`@p2GQ6|rhwQ7B?R(+@!Fe^uS&yG{`zrQS+9)j^7&EyX z(^O2(bQH6@G9>`PnW?wrg7sN%9US;F_0}fnwcZ9quwF{ba#Hcl3B`P_Y*hmWuJ=-| zQ;La7-2rXMoowa)tYXq!=9R$EkSW#E*+_)V?$jGOIPhiK%IP{8u{yOCj|av~iJpmg zZJkQgfVFXnRr79K(GqzkUsG`suM?L6L%uGjHI+7`_>iU8oi0~Tiw3q#ot*dE(>OTr zWqKN$px2%zAc8fM%Z0h?&Rn-nEziM$FH?pq*|l{lLyHEsOzu|6DBLM`4i0>o+$D6K za%a(6*pfc16C3lmGcA4FXRl(wkTcUi)1_FmXgeF4Je$+Z+qv)+_v@eYcwjUo$5WW& zzub4)&z3nfuzgUk*Q4!ZO1;;M0sTC*zYOU&T3Hxm4g@In!(&K4v)Ro7LF5FqBu;u+ z&Dv@NxLXeEdE3P#lfB->u#M6#{S^j_1(yne~LNrh|V!K^{r zfl)FSM6y#E8CcPMwXj+^aQ%4snvOTlm*oBp9={$xSiBg`rgWN=R{0-NRUNp6*1N;s zeg5=!Ea!^1{~~CY`#q?j?~@25r;lE!y7%|`~#V_tBe6WY_+gkD8srczARJc!qk0|eh&jL*3Kj7#Ab z7P%}KcrGxW%vBIg3vs4Nb0sc;Tx49d>~>yH_#mMel#1B`UOs2kN7Ad3%!XZZ=HbA_ zODpMQyOb8|PkCw4!WZrL_m(FQhdjN_N^8BPHxU?>Vn8pJl|uv5RiEzuc0rSQ+7!(; zFU8hShA+hgD{5m%ku?#Y&^UF2YB7wdl4GW2yja!459za2g>2j9-SZ{YI zi$em---NtKL;dOiL&X;l|2iOxx9a}x0APZE;-+-hw4%A-C!G!{T@M5NH%a$nS}mW5(T#6WM?MVw)F+OK#A~0~hCAqkJqv$6}Jk7R@X%EOLO{R?HI@DB& zgq(bzSnPvLnXAx>_qU>K#3(>FwaWcHGYsxms~8OMO*?ZR$ScPCwX+5T$fmx!zvgVe zUw!2`U}&^=>mxjRbUB$?!g4j6o(!JQzXJ-jF86BBtne1v<3s|PB#n984&H#cgF=xFw7qgwN=5&Z4ynymX#gSD; z;V1(lTV)I$$SxygAWKJb#TGtL@_Y^wl!-w%TRJPv>PuIHI>bO|Pi?qEAT-Zk4XB?H zJ&nSo4#Z|Kj|aLp*44}$7JmHT@x9>}U*Bgr`^ViLm;btB5>Vi{+5|i5|$mc1F zBgqX`3%!SifUC`yVgaZ8PNL#&M}yNsPOu=p)qH^w)2g}*I`Bx_c^gx=v3qPtxV%0$ zmxbJaX`9I0)S_ENtZ&eC=N85B<^e(YR!lglPPTmNuDJ5%01_^T1)4Wv8W}!Dv1n2t ziKE86%_!Dm8B;+qdoQs#Fy!T0N;LUqTgyXSiiPM_K45~D&Om$m4owI@Wv*3~(T0xysD)56_iY=e`x^YH79*wszBXI6kL~R;+>jlcI6wvzOv# z^O>nFhv(CSWr@}l(S6Jv>cfdV7>HQUv8kVnZO+4c4u=IA)+4?=r%*R^HbCU*@E$P& z1mVrNqBNfm*L0JX&t)}3P`;idupqz0$m`W4t(_W2qre*QK=2CF$W@@g=8 zQBNtv*826F8V|j}wb{^1v%GC6;&pgTKO!jbq2}^>zFAHNPai&ee1{^&(cOQ0C7iWQ zO;KAEN1q35AvAZ|dnL4hErh4vO!_6XfFQh{nsh#z&S#>>q{+^yG)%5C)rn4o( z1bGA2IPEG84jLjdc34-{Vt7XV3Wf3DUS(H1aAZihmD<7lWoREY=hJJ=2;XLe7#H+6 zOZ0Sqh7ZA-abq{Tg$4QThWx2{!`(!Ov_0r>Y)&Gv9!)cA%+Y6oA>iVguB}vb$I1P3 zI+{;se9u5LZn-bJJ|>3;whNq%f)QL9di2DBV_W$PXGScrE~Sw zhGz99e`5AS)*Bz7)t)V5B|22}D>khM96#91Ucst>Od^bQLW} z*SPDKbpMWGcH#}s<5@0828BOjc{Cwyec7&D*$(YOkUfXZ1pY^#MVsM*zGBI`3X(Nm zuO%yZpzC(YZtm~QRvO<_-3&ZFbbQdRW0-Ucibz!qvbEZ~l#T?7-eF&lYLvM^Q;Qh6 zia25nu2l^Ppya*vH#9Y>enGKr$Z2 z+@XPCL&Uo|5fr?8X4YNkm>hRa6aglHSF*&0fkVbseC^J5MWMO}_DDl=ZAdc<${Im} zg7%uAHIqTtKv)G(?EC|WXWQ{cs35+M^gh27pJBY3+E_x2S>uYfIM|FS4579a$Il4?vrNr*OJ|U3DURL>)GI;jnMtYgRcgMENl~iE7JrCB$qhJ zlFm=c36*9eG*1LHkbPpvo<9BZPPN+nzFJLBr(@fD-m~vr(8OYTYA%(C8=;!vCFWNV zK+=yjlI9fflp+eU%B{H2WuSxkcc}sggx!KL3TICJstd?JG;sry6U~|yE~VsALH;8_ z4qED0=~;laxno2@R)>iaMWoflC|*e$1!Ub8vgr8ObiSPr5t=U!_^0W73PzEzMf&OD zDD(mr^p{2MDQFH|RN!NrW@=ifxiR~IX9%7#Wb%$GyIe^ z#F!wKjg54;h=Q3_pAL;p!nV-+iAuWY)Qz6Of?k^44^HXPoepMam>|9`%G)QRYc72J zQJj`DNNoJ^U2O~r+KZmn4aIaocQq0d3C-S~Amm`6y1=Mt|Cb)WVy#KDyO(A1SRlIQ ziJqEx<#eU%e6${J=oYXz8ml-3C@q;m1gZ7fXs|~T;hJiWBZ$03NFez@e}DB7#(yckLP|BRt%^ zKm*xLG#2Qwy@6Y|<;T7>^G4Z9vY?=T*HAzE^6BsCn3d^)9)A8W4<3H~aQO7=$B(~y z^6cJSmSxS}Nlf1gT$J$O(UBx1z>r|amPjnMgcrYHIp23|Nx(`}l<>vR`=WASpt3zu zB*cC?2^Ctx@p|<8$R_mT}8`tIAQEn+@){|#nKYsA& z{#S#^%lpY4EX}5PIoCOK1D0z@P>)WpqhYuyO_a!xd zmAX6KysrWQw8UdnoOHJQ9MOTz!(*(Jx{Xn7EKn7X3UT_EPtWU@f1ubH^-HFx+o(`t zfSOxTOM2#xx7>TRoUW?LKzhoWBLwA!lmUl^xE+aP)aa#$+^zQJ@fAuk-FUA`M1S65 z6G|z&*uIs-eQn&Lh4nTEo`+J`5)hz#ZcyYWb3JSDY_z&>{#}k<4bSOGVR@5JaSRzy z)~mxWIb4umh!Qrvcg07jP50)j3vYZ?^0t66zm>?D7QNxSBcm15jLY_&N; z14(dU+$68bDo@wEvW1?6E;%XMm5!YuPny4sAKkV2$04MXdb&;OP1kzr5K(qNFk3t? zSM;j$Gy35V^aF*P9GuXm;`8B*LbVKE(iJy;+(L2QC4jn?siM#*qT@H`ub1Z(>4&*W zeJYA5py$^QUbHcEyBsy+%|k5$nWX>IP3EH=3+qge9|sAW+p2Q=Lb-;Onz z=1ngPu+mao{tH-TB|rxM_3)jTpH3Z%BXAm*8v{U@-Qj}!>gJqAAaf{}E^Vz=Q#&Lj z7vdEQObw2sF2REMM)L&_FNQBi)Nky6;j)1$a5u=Hzt(&Q^b`trGZlyWH6{-^Esz5j z)K?nnXZE`k9EXl!@4b@PzzAZF3fjv}dY>STaHN@hl(Ne}L3$}6O}s3{`g8-5&na`z zKi)j2<4IJH>DB-R6{{wubq${SUrY-doYHH0ykUB)VPA%syr+O6=#iFg9? zqB+%WPk9N2nt~0IGzv3(kotpGsnx4-dKFMJ z_U<7saOfnNm8hh{=vh+WfTRyvtz;a@1;4PZnS<7-PkPr{oNNK@`5LZCCgww@%wp~-45vE16 zwqOcKrKO>OoLjM7yhX@JL+cFid9!9x)}|yyhlpz#5t(Aq%rg`MJTk~#1NP?g8c%%> zOHT}^an`jxZK*^`91wIfV~wWZ;SB=u*0@oY#Cr$L!ckk}qW?CgWoRX?)3CDQ!2d)iSQwWHy0>w z5)LP%iJ7Hyb19KP(rwmUSn8z0Xr0oXWn^>Awy4;c7V1h!ml~$)m{#I|U0MV+6)Yaw z`W4i0KoINYpP7y+=LmM~P;c!xq#mrxE#nR!pA+-bv(i<7lS#1t(2wue@#dh9+3hHYa zYBOyY#F~{po6Ay$Jtk;xW@stC>T`;vAec3ktd+Te1^N41+T)^tt{d9UU2pDCP^`fz zMW@`ZsxS#!(EC$xmY^w?l9I78(4!ukb2q{b4(sJl%-bL%a1A zDK<3R2zHCgVEuebXTtd9Nrhh?po&ERV6bz4!K>Vy&@nU$Kf{Zlo4=4iLqWC8UZpY?!tEi5OIdy<7mPL*Psv4`z>E1uhALu`{-D;vB z3x`%QqYhFm7T1%5Zxdmn5)G5vkG+X#;348YuHITAq@vY9ai>HvhvtAKa|jN|X&Ovp zIh!n!`ggbuADZgvo}{-Sqj<-$&luJ!f-yi! zu0RY*Mo4c365&He&LZy0;_$_2CSK?3%_58eQkqfCTJxbP91~_`SdoJzUI#-gbmF=d+w z;6ul)f{si~Dot0al_A1Z-DE1he)6R&j*JM!wkN|%Z6VQNiTC{Xd=PINAKpiVrwc|a zc}7?>&^l`XFqVS9nXuA=1bTiV^q4wwr>>t*D}U9W!t9Ri?|`AeMFW}mA1PW*=*~5ggVmkV@hlPg* zv}qU;_Hd&VQ=#c)ch_P;039C*Ln2wdnx0Yoa*}6*xiUfjw)+gBKy51?$pmGk8iNN4 znWTPeOrU_4QjIYS$4p1RHO9h2!w15qD5>qj21=ZcPQvaOgH4K%$g0I1(K z@ha$y5NR@@#F%k3-u3Q^oN_?T+grMrHF!EYt-k*H!QH`{eqj8HAb%FYnIXjj&n3>Y zrQ4VFOP*Cl%&8I;;J|iKvL*RaL}V(HSu}9HVbfXboxG;WE;HXhD4M-7T4TNl2n?=_ znh%De((YeI91A>eHaR(+Rx@!SP7&TxSj@6`Byjv~!*O2m71>`OW-9}eL6>1N4@5UG zK!2;zKBd?0WK&T*%$+k3puiGYh=NtI+H_zZ3=GhtJiHjKrXz7f?7%z#D#w!P)DC6w zP++KzXhPUKLQ-ant+1#Fc*wZdMF0=fUML78c6$L04V2WO^0>1e27qN&;?+nGS8wD zW_sOhnEhUbF%}4GFHG;`y0EpZAMCX-ISr(>SN?iUcYa??SNl6_`l5_DAnGUK+qoKs z_`db&<|WPRnZ^Ef_t+Y+cUCe~qp0c8%D_9{;jLEa$bFlRmU;n17_9-24-6dr)t z@8A2hUrM!y#5wKUPJIN>BTHmdkoeQxR?Ai98bRtVj?lLsyo0Ym_iQh7X(y^WNXEM4wbOeKMkayd9qT|~k=^e_%BmZmF! zia0F5U}OvsbnhbR-Fm!reEx@fv&#I=ichhO4?IR)1c!`U_!?3^qg9&$(bFAqF~wDE z5(6x&fg?k}2lx&XU@sSwum9AZWpkAy{0(g#}E*ZA>azk=3C%k zGdg=DJ5t4*4=~L75)-61klHX!9?|~YLyBHRH*(MR4@?0lMx4V1dC0Nh9gGl8lFwTX z&9TJHla9})Gn?%mNh8cW>FIPu$B7Ly>t#FTG{OXFa09F<%#(yE=b>(ZfGkj&vqni3 z?nW6PK^ZztD``R1cugm{tFNCtV8%VP(@ar8d=>TGC87JjPp8ydiO?pBVY>Fr#L7twap-idK?9M^cePnn)xf(T&!V6Gn9mAfw0jA}a=7cvM|PrWGbbU>sGLA%n0VN!oL{^I^Hptsb` zF}pA5bie}&%E@=V6-(bcOw>Yzg8Nh|9&Rmiv?@}~-sUs439 zj6}uC^1c!yCJ6jdn?Tzb^F^#!SyrnPG>~RH+EV?q-?<~bX2p@{{Zv^72x=`%FQ`!8 z`YgOM#A2QzI-;9#c^Oka9OVO`$xOO3)0aA?D6_OLj>Vfq=lkvG(5$s zIdHO^0Ti?skeq1k(<^tL++l`Q92)?HWDIy9i%Zge*mFrTOpxA!Jmio_X*HIv6(=5? zVgnUm*}QV(-2ygpzo0h(7P%~dF2HT7q1$O?rQKNoLxzCcuv#brmn?VTLa~hww0s$G zXh^t*FF^vW?N&qc0vOA`VmAyxS@s4M#7Xrd54~E^84BxwGV-p*=g1Hc_hhz#P_h+Y z-|x_qMTj7L2Nr^;tJ908X#xWtBtq`Xbfm$vw><=voyIPS--aYC0HdmJ75 zaSjUFG{5vz>F{K_;e&VQ{03AIC-vL8KEuocVAuN1k&6Owh^YSt#*rZ)DRCNHs?`fI z=j~eJ0Ti^C(Js);UYG?$-km9SgMpH5T^xvG@Dtse8?ESMhq(8lYu6qO z+%4FUa5E4y37Jh|-9WNifro~G3*VXx{&y+dne!qBRn6nP{mmVyqs>%hvA$#8$=Zqj~-%h?|H19pjK?y;^NSqs5ZxjpASakZ?<$d zhcPS8p#sC&0lzRn&|P4knk1q>QTXM6NZC9d$avmXw5vzf?k{fu1l`Ti$$0Sj7k3_3 zn-SfoqQ|Lhn4fbBIv_&*DC(8LvKedz1@*-^)v7w90~cbqMbUh-lmQG>->2}C3(DTe z999zfYN;x8aGRDV>2Um~v_)v9DYX0P>!|<)(O=uYkH)iF6k5w^g)T#`!~D$Z2Lu5(Kt>XpN|QLR=Y91WfC3B8RnzkN$yI{~zNik86tumV?Z93tLIYRSlIhd_ zT5Wt~UKq^zmx+lJ!f9#m`*7BoM**Astw@=YR&Eug>fR!pHXD;9xYN-F*Ki z#;@4z3z*LT)G$ELkHU9b^bF5d^>)crDNfl0WVI^K18u(y2pMhj?Pg1XHeL^Dw(cHG z%cz_v{B~Gtr^+HD^nTQ)mu9iH+=c(8IO-BmcPflHpy_Af+roylR7Be=8&l`(1K`6= zokp?!&%W$eWP{FIC7pC;q2_n}6$^I(tkq-=8VYWPFMZBiW)eR}u}&SZ+69=%G~oXr zd`Iw~)~oqwGd!VQ(OW;o7@((U9hy20CzU<(!#b$m ztP>MJ&HKTyqO5EaPur2=@KHc)Evg6~T7DY7nbl(VB<9ms=CIi6j5{HUvupueAxlz0 z;U@tktI$T8OT{S;-2_~PxQGS1ei6RkqDy8fcC8dIV+RVgL`ev>pbRLGtjj3UEcToemgLHo^nf5_EzRVeV!$UyX%BB{F(N2g<)_6maWCoc%I~m1 z!z%xDK_?UV1%bmmD-Q;uH{vo|innAm%OUx~GDx6cd0AESS{yn!JTD#$L>J<`(9LaH z2j>k-vtX6a574qyn>y_=4yOVdsF?XSb<$fLZaxoIAWC|QE<~)KU_Ic5LZK(U#NnM% zfJ3fW@4lgziPIk9@ZP<_1Kll(OENG)34TANJFpa#pSF{$)pR_3VSZ=byy8@s0dvD- zD=Nq@N%E9bQ!h)T4h>`y?bhV*<$1NB=R+5~^=Z6KK>AGYCV-kB zX4TZQ8NDPjq({{2IgLc=5g5fK!vI{?l%;{Pteqy)^?0o6@mkrvgKmtRmUtBfe$UNgPGQY&rfKq z7>!-vr$3A~<8yP4k(TIfjH;oJxXemRv({|vG_8NStSLC#YxKAFZ(2qu{lu1JQR!wg z8lTgfb;8Y3Tow1YduWWfpw5+PNnLt8MYGnkukHBRm7llT%ei+gg?px02;Wy=mJ}9D z^xk_x7c9S|0)6Z%kLg)lWqj$XC##G->D^5Vy-CZ-eU%(#TB%BEWlt?<2cuf)qIx;} zZj}l~DBW2HOfUAG*MXE2dUw_V^VRRxvVsvxoo_<@lR4UptB`bWkWMU(O*k2~y5xh^cJB;pfx3xGA zG&yfqmLZ*prCs%`C`BZfJ&I5eLDdb6GsaTSR-?t*UWZ7BJgx6-+=ZfvBmq>g`rRZl zV}`vDMe`J~O5965Dl$PAt4BOFGRbOpFZHOv15NMdON^d~8K${dSWibA3f~#zH|ZF0y2}7xiX(%HPQ8iQ6M1-#1gMyA(q@#>6UtB0!wS`e~ct zBXnrUlsqoq#QWMkl{}!qemS+k%aK^B{3m^<(Uy0M3*PH_-XR?{VRnDiAGgH@|Bt|b zmjb7r(b@6Pdzy=K<`4N!>O`*xBLi=Q3O;BIJ$&*VdrB%VuyYT;iwx@Ckrr&m^w9}j zH)X}Bh#%wO3Z4~INfM|D9z&YYTw2=j{rAouLy-k~F2Fi=228hqD)BI{=9*lwGmSyP zc#$)jC-OuTUhUc?xwmOMc9b3!oNsYXNvOEWj8ZQV8c49c&DoNEN)bO^#J@?V2oE_tfDv>%%ni7CDf6+TL-il0M~lL>CVEAf>oa3|S9+lDkXwi?EI4J3!`)+6-u>jb!3O&kQO?FI zO_t~O@CI6P9iYJ-d}D8IzZ_bw^x7S?_DY|nfhJk+%_M)uN0)x;y$1$w@D05!%p|NS zt=Kiw?n<>Af#X9(@D3vt84D;LHBz*EBSBapSlDYk?GLi*-!mcDXwgt{Dv45j69c^AHE4J1vJQoasOOT`P0;W7}tV=P#AZ)?ccZt6LiA3^bsr&H<~_-8$p9yG?s6Y zz<_-;7KaMT;F-C~v>C0Rr{|pZSg0!2r3M+)VJh;3E`&F8V49AZJKeo6h!eMz&@gl9ME77uFX>u+ijJJ!LoNekY)n@fVb`yKdTiOLg_>d50Pu>D+QvzlMmXP=g?;cK7y9!QG z6tWr74O^2|nxj7T!inq6j@j~o&rdUbYV-vdF9x(w#gst$W^vu*~Zh9|sh>m8q zA|l=%(<(ZZM^Jo5mxG6frgp{}2!n42?lGm^slbARKa8bJq)Ae}qT_`#?sM-k{ZPpO z2h@b=N1|p%@3t`Kc#oQ)l41#9b0;=Sj;c0$+AFE({ycakT!|vwMUP>TZu()S1?(P#FU~>1r8kwg2%^7 z#SA@#(<^%{4em6Cpn;~a1;sScXp}o8vPbv6Q%^(zEuvTPbtLYC9Yrl(eoY+Bl}`XX1cx=R+h4K4@&lrA#S5pNjR~J$xyB zwX-bH6ArcH@?ef?P{98)dTN0cZ0AEQyU3s}99ztN0hgcn5Zd|JVmlR-h4J(mEj#Ww zim=DT-YhlpsapXbI>NfEO_$jY++$U{KrRj-gd=JZqud4DJ(mqG%9Hb&ZhuYp)Oh6E?z{~yc*ClswXO>xlQQqIDp@dcj12BD z7F+J@>4Vr=-@_*?h{#ev4R2AI&He5zN^I&kwx_prR(^ZkT-#=y?jB1(g@veR5*}F& ztAo~QZ^qj6;NTupgZzM$Wq^*bVIWeK7aKZn7_>4$S8#$vYSWBf+9{Mj<3F3u<#REe zoggJAwEhH+?XK@7J9PWpG0a{@P%%Ph$)@Je%Xe+l5+}5l+K1K28fo9{!!bZda2|!F zoxS9macAeT$O1i~rQDqt^3bhKYU>)4-!DBZQq&tjr8=FYRu0PjLS0Yq) zrbEdJwZZvr`Cc+7*kh7>fJ`wuEV^&x*^n5MW%+DG2=%WuXX~PMnnsQH0 z#T>WXEgkfQ{Ze~2(44cj+cA8jaF4ahf|6IwvXF zgxljVc&i4s{}v_+j?^vE4@YD3C>cfZU7NSQcpKScS*TS;feO|L%R)?;={;%rcF9X; zk4sn@Nev0a@P5>9Wq9X0QPWdDnqh$)VH?s*dr!><3+vMQvQ0t)F=1uV6_iV7HZ$y9 zLt6J-((zDUh4zRH)LLF8E=UWTg|ReuZG_oqkMjo#J)WRdggw&3JKBClcmjwB3nQ^5 z%$g3fL-&P|1Res!5a>#dq87d?)!V*?z&sOViH02|&XiDJ4LfCl92YW;cKfUyeWdy3 za!%G)*kcQ!t@4)1AdZjMX2m9bhQ6oqx&a4yI6Gr4V?Iy)ns{k*k1f46tK^9wDjabN zqD+$-p3-5fdUfz=t6h2+2c+-@PO@pPLGedV`SswQ8h8v}6kwj~JEDL94*|S-`hzTD zTfC?0*?@zbyVCUeYP(p-bC^BN^CEQ6^MTGU%2PK(XCPSz-_sbw2_S+uQJ+T41dq@} z^F$DpwM=H#*{@~9#FIBpsv6nz!aX(47#>y#%dWPgGAX7D>OiaUR)$60V@s&5pOO?1 z!pB>a${vvn6qdxH?tTfBV}qJ^S7zP(XrpNZ4st&G zb)VZ;ZSs|(r`d0o2axU8sa$tM2NazFUoAhgT#H+g#ZrnaG=N4g^dWryvHe*)*4`NLCHOeW-rGM zAgl%S=NFNO`B5n+btsTeFSC|%t*_bw?i{t}_X z?dt78+y<%Hht1=H+YJFC&53+zS$kW#mD!?#*L699H$7;qji1v>>|nv{`drEE7P6VS zwM+Hw+#VS0&S{hEZZXMpN@AT}JNC9~VDPO<&PR*Mtm@(gv?}57P~w&qg-uveu>znS z1oT>n0BYQ+lDwLLA3yvDnroyb(uwJB36&4&S+RDT(T`(DamWe}$j_l}V-c%9?Hnk&XYjJp7 za61P^)CXgw(TRAsPJ2|hl|3MXKRbFR(}!M0Pd0DJ@*01cm3c3`78Uu;+S^ozo};(gyxN4k)+=2_#|22_NxJ`j8Y;4u8t9+x>`$vU1xhJWCI;QNvC@#Yo7 z|Mg+w4GiF8{nZO`H}*jN76$~O?wEa*ei~kb1d@v|lKF@>A?SsoEq5&c=K-c-V4w;E zfcbPm0ZLej95Mg|pe)5VTk&MVp%fMf6rraw_?498V`qu$CrjrevKq0sGm*gqp)0L8fxSn~`1UTX6b^JUf0N3ba(T#mi4OS-cp#Md zqb8Otuyn{D;6Uf5TTT9}MZ&iCbSpsv*+ugn{m8y#KOQY<Rn$svO8&4`aCKw=F*k*^|`Lj%tn5f43C&Bt_w>rkYzU|@-IGpUluEgf>>(ZKU| zlN(x9T${I^S?f~N_ELrd9=M_!LCfs40Y$5ceA3gQMns6<`+k$RQ@PQp=n_l$vRL5w z+lJ%3;vTocFDg+OC@@6zjWQuPI@C7@29~#)d{7@Wqg6Ck4HTVFDKCI4FfGqVeKHxi zJkxqSo%YCN;j&DV>6viDJ6X@cWtnF6OVQ1BVsda6mwj5#!GS62dy;_r9r_*?XFuv0W`Ev_SBX3H3=RxAiCL2R)`i7_fh8L6W)$~w z%4dHa#ygJ&o(oMsx1&E6rDj%ICnq5*3&Iz|4Vra~~tb9G^MFnL5WEst2uS0}*_& z6_dj1VnquEmdN2>zZ@;c^cFem|2jDQ0S{bJj?!VhLyq{M9(C!ovb0#6s0b`e9lG=e zFq5a$f#{GY?mk48`<8ZX_*Ov&76*pB*bZq;G0n5n^Mg7hh6bL$F@r9Bl1|GN3t;JJ z8<2qi*B(Eajw@D;v+!&x?$u|e;RmW0Q*i4lt_NYd91lPTxrz}MEaXc%nk2_82bOe% z2A;oiC6Ra_irt}HL9nUzUpj0#%~ot|<)Gs!wy!^_M{{8P;Ztk7M6e!U9vmC~pe2F^ z3RaI8Kqu-Y4gDhe99ac(&_TS41B5_7}D|d zUw_mH1pQ;3pHIgYnrc$d^JY|G-k<>U}BLKc=(P14|)7 zLn(l#nM?Li+L@Uttd$hTq1Iw$;r-t*dyMmNp#K}NU@4!2bksaB2Yk%*J!>;rjI(fH z&)R^AJf!3DfqCGgvbRt=+dL4R&or-}eEZqpi$8sKhayMNX}fhzFKPK7*;HL~PL+_{ znf@{)Om-!uJ)LdWdv9?Xm;$H61L18?c$fBULr%?n&;7#ks<`qfc}uXMf78?7rxW;t zWmWNjVTzKJgbffV-lda^G*um~26ym-c^GX@2kFi!j+|JLQ`|-hc-Fw-w-P#ZywjTU zHD4H1+|3GbyJZkKRJ2>;_4+eb;{95~plfyf;;1@)q1N%sqw4r&&~ZByC#y#ZS_wX5_D}?W!1r8t6n<-C*sX_Z5|EChCuV@255U>< zB;G!+*Z7FZQQQW`_jZ^kB4| z#HxuRrg;G4^)(9(1vkT&M6$#Riu=<6t5twS2LHA3*>rG!TFoX;DTW=@#{u0RI-Sx! zGRwVUL)8E|-XbDMujWY2#d5}}*d1);w1A*|Yka<4JRjV#|4oBPD5kRxz~wN(0?mb( zhAe5qYqCr!)))#zKr2xt&*yZavS^@sJI)ntmuxmXDyw29UC5LN1JRo?5glOWx9Jtj z+yxp7l_gorx!B<(7AjBjTpXL~Kw_Y>BpVs0>2MMY1(GY{*=W5U3@IcUtw1ft)%d)k z5N$(Nty@A%tg2HA5J2Di)I>9%(_5D_-%k{96Jm;4Wi|9oEO9}65jjSJYAv#>=nnbT zW)=~Af9XD*uXx0{z4uQW7$Cnfo=*mM=>PPu32Mg5OtGzFzV3QFfdhgofq)iL%$*D$ z|C$jgPOhXx0uO{CM>(QHas(U@yoDT9^X2CCAs2&^yfjE4`94VMMMXa{YblC7Vel}3 z4@O$n>y5-e#7Mva!JE);K1eE-VmT|xK>z|pFcB?F$}AjWA`b)j#zdPpr^2&Yi(?jd2$;G~6s{SjweVMFbFw)yi*C z!Tnx|do_AVL&ojr|vz0&{fy&j}~iCAAUq@1aw#bRmq zqQ+9J1Mgfr1U6J;?17Y_{Nfep&b1>!hmuU~K-weJ4h{_sE!GI-cNA*`bSSy%+se}o zEjP@c*k?lq$s)%6gZhjV6Rg(9qb8N4NTx0=bM)EtWHnm7{?z9n?vnGkV82z$b9%Z) z5zJRh-)!?<%kxv&u%@VZA$>Qu0Y$z!?;p&Q+vLS1F^{_NGSF7ubky&G*MWlfHnX#r zW|O1^t(?n z1`iE-n&CEI`f5deg`ox~|-)oH)&BmswnD{1c2*qbUJWoPCcE{HE@i0dWa!BQOgi%|+j9~)TE=JIQ= zuf^VIPx-aDAkI`X+U`G2HS@rr&Qvp(;z-pj0*8c*+0*M|{g|EKCd-(ecFd|3Z(jYh zZV!w+UyAFdYk<_*ve8Giz`L_y8B~yx3*4j+q)9=myuk*j(6WfwB7;0*Z1;d6%XB}+ z_Q0Ud}a0gPJDVO);%&a(L-%!(_9if*H{JX=Y?) z##gO_Hi${V7bqZyjqWlnZYITDZP(Gg!~sF%_bkTS6>W8I2JY?Z_28a=8*(ro@#gqP z%_=|w=WUeyozXzghi!WBBpoZU|2U4Qzy)Pglge2j|9UP0aQxembU7xdqK$||)&1>e zOHVn`Bf!H6?XlX}m&t;E)vLTBC3MmvWJxEzIxwzyNP<5dL!9SVpnpG} zC_@EZv}jS%WlEFPeZ^Cc8MIP^^o3|ypr*x2`Dmv{u~I_?T`l#A7PPiA-m4#_K6xG} zqAjjcxzR>x@*ecR9-}sa2%0`FYoc|*=8;uasYb_8#_6Ch*W3GAXugms$$oqLlncs! z)owX&=wZDYF6zzn^fh&|NiViMmLZGmP*0oXi__^D-OVOfp0+#9FOS_XW>i?a6-id= zy0N_hMJLkyrAPx+W&|xH_lppGEmGzCM2I^i1rF$;ZGh<8Og?Q%G3%(-W+Sj2QVcv) zm^M(b3MD(K>GaKrFHP!t{RVTl7_dN7OG%NY(^);@=IObl0tfV%-oD9?EUBr8nya~w z5aaE(k70n8mhw6ut%vo}EcUa?({p)6EYQ@_-c9Q7puNX5P-W&8g;Fz1s=TplZXCsM zI||JaK#3Wf3rbvhaV@GzU<9~B3n-wbrL7`BbQ@)tcb1&@~pv8E;#ad)HnOqxSHq!az4eZXE6ca(&Cp(qpx@+BP!oJeL z1Z^$jzE8?K%AUvlzyUoi9-2AV5HFPV?4cQWsAw6-+D@;#D>bG^=^_k^r=|u8LFnL zkg-Enj!dD^9K?r2dd@6avFuf2jtm;<2z9AMqpwv|%*=+m(L-rNNd#@CM+8Ju(dY_o zYA@B^GT6-+m0G~nIsXwW7F|yR#Ig#`05!CC zoKZs?f94%arbBhGHei)?02>NuXD@uKDGgJ97`X)nmb<2;#1JU*I`o+MUA&pOCpWFKkj8hR4&>*=AQ-%cXWs~^nVtPvP0tRLk zG(*{9&Txkzrp&;B?yZ<^ZD?8M6yZ!+=D_5TKw|Sm>CBpn9o5Zavto4JH%}QjNoVJ} ztAYDR)RY70Bpm3j7z@z<#pirwqornMi!6r+!gt5+(ZMg>eU&e3YgO}){|hTZjh`4j zVz?6Wa@Of$I1zIZP363dX9r$V5Ar+kL`a)Cv=RT)oP7>V;onv;=jbmZQLgm8G(;7eQ`Tva9_*h`=s7% zYF@Y+HzCeuDdQfxjs1K&nN-|E?Tg(*gZ)Y-@05fWxyCQo6W#HObI)?^#l;J=;WC&zJUURGXicyvI`Dx*e2j1L{TvNyp9j#2^^7|fS57NA$g z8L?&#tjW2-1#hn8b5`%GieFy{Ci;V zU-0~{Xw1ppF<;%&xW{Rp863DSC0rCijdw4a7>8|a77%L&%=>~oxRaNrVUNFP#Avl;K3J6SX!f>HD- z)S-}VS)J+Br+7TDiTqIj)Ovg_nqa5=1w=54R#+|41?*0(5P;wlwT0pniVf&aJ&c0` zm&hA!hYVkey4fjj00f^XJ^J{hI(yBBg-)dx5W$${Fd5Ff=8%o(qV!0QuxF>zb8yI; zXnFJ@ZT9uo@;n~c(z2V6UiDmd4zbKgD}p^UIz%w07VXt*CyT~jds%nY zfl1U33TYsyx|NuP1DEJWh>Ki`K0TCxSZ1V15Ir+GL@>&lvRL=K+CW)sTWz3^d+oP8 z9&(q~7O|4jwYEen8#nnJa=IRxo@-NYDF8j6mFw3?Gcyx`i=1M0&d(Mo75$VWKWud_ z3kz;B7SYg7>y-VC?j8?pqQ=rZ^hMQY-v&VNiM}n_?C8|Du^kT4-^^cRW+*9I3R*i*wlS4v)HM=Hjv;H^(I$WJGDswf=`qoHH_)EeCxPV8G5_| z+j_jBSVXLfc4G5*U=uaQeJTc~PQ7s1MRu#W@*r~=ekl>WLq_=(O%mW|o zyX6vyZH%%T@6Kot!6<4e#TM$-pYeEQHreRA)za;W!2_EtKU)8#eQdr8+Rd6k1f#Sj zeJ)x>xBNN07B;bD-kFW?z$W_7oQKh={{$fTM2olneX>5%sl_*t;1o5+CXh9>Q;i9T zV8n?wVxhV@plHcv5+yk`r}m0YRD=mu;S0Y=?Apl}c5vXjYU2Ew!X20&=-Q5Z?^GP| zRh$G3ICiEOev_!+y(Cl6Y;CW^!@o;Fmpj{uS3bAVvG7Lr=F z>AJ?_mTcHp%z*Jdw9qSPw!FV|s#@d%E*=bUh6g@&f$(T1_f>V^K;j@7&nQ=RoX#-kft?B5)bTQ(N zYgg6)3RY2~xoXt0L;(rLo1rYi4~2eEaeg>Jq~&TX9QUx`=Y54wmG+0-`U(aM=1k5< zYm@R@8DFr6oJYvu=k?l3O#9_-H7o)JD{sLzfhjfCn7Xy#1{0jTR=dx|d%@jmb$|rp ztxyxg5Akpj_mGP7q5-2&tz&2?xDmb-exPKT(MWMpG9Z-s#fX%t+tK(DXTOKK9U&w4 znO2RVBqr~nRRb2x*MqUb4`D=!sTHgL0ia;^fD7(S+cGt?@3v(z!I`ON=5u;kYtGLo z^-#|m;2rGg_}mk_0|q-!Q7O&t&ar{?eH>}sNiizZl5Cc%nl#986+6r3MFGdo(MldG5Zeyyl4X)m>U1f zev}`b5BI+WC|HF>F?_}Kr=vvy3C3nrvXa866;mGW@o`LWUJQj`Ki{PNlVYtZU}Or? zBZ5zqWz&7cne14W4JcUO4GK*zX(N>`6mRI^g_#L8S}!L2MzP{4$AFjSIEM}$yiS?v z%Rsi9Zgna^g0bldP0sDd<|Z|nh;_t=_k;;7n0ZfVnKQMkTTd9Hg0~s{g0!YW#I@}3 z(JuoG_GbNV^X+tTS|{au`1)N02)3v-IksHcc4$o;6s%D{~y+XC+C^>%~Og7vWqNFCK8A|JFU2$l+P8wKy`&t zt*Ux;Hd-98L!W1h@Id$$BTOoWBAQB`idBjWCe0%JC#~)O@1C_nVj(w|=+W-!d^8KO z$?j1YA%4P1<9v7!SKYISAiS6oitE^#-npGGx`%y1(v42IqoLSZ1w=M?1`l~l$tL`i zL1!|;1KBmm3Q^@oi+VAo%_G)PX$JQ;YtkDP9u>ql5@K_&Zg@HyopIA@R*hPzBitS2 z^a|?o7~~EY6sT+O#a`CDn&x}?dMLXvjdR(aT@Q*} z-ptbaKeFQ1`0qQZ0Sx-IgQ3Vv!$n0Gk9kw;+`&Y+AWyqhlgP9+mhsNrYCr{X+RiDI z+NK)9I`Oorb35nIknqE#+*!JzjsKOt*9#=6P$g$x~}nY6c6 zMGpze>v_tdd^kok+u2QPVL_eC?Y!omL=U+&kf2OFm+BSY5b5f<7`!6c>3qZ*S64EF z2ePCuqiZIOPZKw)u6-E;27S_k zZr4Z1t;Gast_{5@L=YxkG<|%+__})077%nvS4f|ldGb)kA?w-|#<(C)+&UzhF6agl zzuDE*trO6Ykhn5PSM%UHU0s<77Su)4zY^Sincm=nJaK9$00OIJUHuG$2ePD-pbwLY zY1d8ym>^AaxPNdM^fOu4d>&oHNOMS0UFFofa}GTwa+vf@q-e`mdb;*a4iSXOlzUDO z15cMTz9!mr${j#Ko3v3IK0D29*ESl#f;#afY?|dvn7OMj(V&7j=^Sj5P5pAT;**`O zokNTZ@-)}ht&=+kopT*fL7X@<3)c}b#-V2G$bU`%N3m?5i{zp(@PHt%B0nS z6af^p$zIB)rU$Uja?h`J-Am!f5RmMpP%>K7tj<<6BdT6W19aU>NzoxBXNmQAdL&Ck z$Pf@}z+FF49!>tdU2nu1%AqwN0R`>5@VG+?voc2oKu*AFL@$A}If^1SHt?7SUj&DY zH23RadKA5L?g0wgFm6F$elhmYaVtdyahSe@Bt354N=%T3!BQl^4r{#reCS|VfQE$7 z%w)R$HgEID5D+??Y_enqd1!}IMu(8J>eY)sZ96DcSfS^md zLTvZ+wTl+9hTS=kCw?@@d)!5n{2m$-lF=6u#7lG6ox=$E#nA=5*K1}97opUI5(UQ7rcSQQzT|!~z5VUJpp^OUOEMmbor*ZOUDtI4H1eFx4tm@K37K~LDxgd% z7u&0d^W3#^F<{UqIqq>21UW8kf`rd|+XUf=$YbKv^|lET_{^>f=#s@jzGn~@>7lz3 z;N{2=ko3~gegPYU4?P1A(PNh*xR#OZPWg`eX(B>%*W843PhCi%jpoFyOyG2-u(i z*I9$kYR~zJqraDeTsLDynA^kLSpFhF+JSc+Sfhgrj*0QYaKmFX`gBh1o@JFl7A z0VLqRVeu(G&ZIgW(V;6wp|~%cp@_i1^4FGSyEM@w7{fmtR9!p}N4IT?m+N8Z9th}{ zC)3l@+4N*^m;S9*1A0q0xqhfw5cDW+zc3F8%4?wf-DW;Bv=o-m+#wJVST&Apjx|LE z@%4mwK6+l!s;>xNq?vBFGB>cGzLBTij7|i%W=z`6?QlWzS+|2b=AWWJ#t2c zP3zs0;jCVqQMfXiFv^$D{NAIDt9rYvCc}C;rdKj}<^NMp z+HyQ9an@W@I%RP(tH;leCr7HZprZ3IvE-Lo~C_zrJQrt85MuQwF0YC=(?rkqwW#GCK?_9}p2 z@V6L+iC)Aktnjq*92N;AKczIA?PfY#55~rapfPndxN`?T(Npm>#*b&)3Ee)P^256S zUat57^wZIDO0TGdobEvdg+B~nMTO)Ct?0o@W}cQoFaYkU4m41vu$}+PcVWAjYA=P0 z=fnEs&y_gsc!biWCkX--6#iW(jAH4o=(Ph1mPYT<*-}nyS@mBJbCgj0(GJB6df|$E zHC7pa-?Kz;K+_M}HTj0kBz@hlBv3%nr#lq6d;Sz{cQYNEl4aV4J!?zIpmImwGO13s zXT#-6Ui9y|Z;5H3jC}vLewpUQ^g1K?{`4pmGhK^+9T4~E_81Se?dbO=^bq=ZGn|bU zXWP*kZwNj2Dv}Bce;)Fh?NzE*)p%>?T6Pkd!~h=kTmN!&P`ab#y03B@_S|wo0Yy7n zuA6)Mt~i;3_uO(*GN|0qKF&vUDvY{eIzr9&Z+mVZj0f6&)?WLfaf~KpiNgQvxAJA! zpwqamEe;vJX$m=MBL8t5m4OQyf1=ZvvE#oTN1gU$~_ zZOM*s^XJRahQHeStl#$F8KCFm9eU_N)O5kNW$7fq?a>&_Ys8KOs&@2nt^|V*z~}Hi z_izapG}5Y5TQ9t%u;in(*3C@eAb>{tsX=-c5~Q(zE2vFq8f zw)oHzFZs|kX42Nnir4=Cb$AJu;Gra1P|PHymGB8o&U;%> zY@>jpsP}A1-dpe4$^lK$bTyNHyU5z9!*sQs1ghF=Q8MK9TZ`C;cYRWiH*~saaJL>m zqkr$)a6@LGLM&M~4k5+5ilQzd!JQP!)IRNVca|$x(5b{2h zdmBVaDK^TS9?#=-wxu{Uw#dOl%8k5~r7;b&hUOUBZfiJPkbfx1pKKR2hz@97qFzz2 zJDSe6;@yK5$5msAJOSj$V&SQ2M^Quy>R2o}ct~lt%z8UcmTh{q3aEj9;FnVy!J zO{-mYaX{2f6TNOm_AtHMW^l*U9YOhL9R7VNEyvp~`h z6_RM3c_BQlmPPPx!aNt`{ld$uDJ0usLu)>CoP|zDx?dmqU(FFoQzOo4Nr(p;W8%FOo2>q~D2|Dt_}#3H z(&tIS9*(4ETy#Ue(|2E z!Hmq*{L!2&PlzDvqaCv7`MnKwSgd8J$CyTgMi{6dZI{JfuH#oEeH z?Z50WmE?dJ?@l$}ZW6+raaC83!VO@yWJn4Ai(3EJisdjhEy4S}xj1AP@8*EH006pj#{MYY$BZpO)5t&&CR26vqokMju zvesG|85ucewpb@Eui>r3i|URmD%W2a{l<1q=%8WJ_g9S07*b@DEH;c$;7_{!1M;&z z|6QiK$$#48R~&6&P%Q@F-TkZuCL5Z==2!6#W&w}gS^}Bw>0taG8~i?oIWMWJ3tG>r zUyVMQ&1%|&L#~(>Ma$X|kNN^LDUu>vyS7g!+sb>&`Fg=iX?Sgt4cgv~-L1*Vugzi5 ztku-Lc(v6y7j*r3R+qEaV-)Y0?yy`e#L&KF^HRrhEwMtY@BNA#Ctpzq%AC9xa@D3Ipmwk&3H zKLBQAQT$VZ2BQ3=Mj^EsInav^QkS}C4%oxGA|^=l-A!PKjLfP<#ue4QI-nj_7Kn7h z@^$0{!U7S5`ACSo35(Hgdf{I!3yWR-%aK4(dlAym=esGwKm=j!mP%XN6IhCOetulp z$>(g*nVFu+Vpr8GI<@wkN3xcKFWrhzlEGqr%B(DKx0_5amo#6+BCWcy1@NH?Y4rsz z$ot@c{an+-q_rH$>25mD16geqz~rQ^Xv{2Ldl)=a#6%G0CuL!E7AoirlWmQdwba8w zKpreeus~8<`$&?gzR1b-!Q00`15tj;3YlVdO7Ey@IU?81r5pvs_-X#KnCw)adI|=( zhf2JrnQU3uTa;C)fXq?P8E*Z9VqlSpfrAg!&5 zF?q?&{tw>7#6%D_;Jkk&SJMZ3utlc_nEWp<;n*gyEx zmEeNBHp`jaA!l^2*Xf5nj0w`(#uny-?__Kd6G2#8JvHfB=OpfH3|>zYHb`un4>2Eo z2lF9;2BHr6TGKU&Z8mr)mm(A~q-!eiW32g}hjp zdI9A)VS((RE*kAqr${cUpGa3AgD$_>A6^jbm97`6r;U!Y6<;$fmLElp@6Jwv?4X^} z)xs0miLV%n!4JyKEcW#2%p6m65f`i^CfplUSnP?bp1NH*N)wo%s1QBFQco=DB+)Za zL6bjfBX|XOgpTz4Fu`$(K?Ye4>iJ@2Qrpej0S*eJ{ zsyAMC72B{vslo%WQV|P1xd(t0I>k&t&Z5c6h;A9FJBNVp8p=Pxr zF65KNp@t303OxW5Ow(zKlk|}S6*Lw4w@pGmPpzJ;JJ#21{=@qlEp6Op@@lc3@LljH zYvVu$Yqj`RGt=^&_*TPqKp9)mIk_^%24()p%hJ!MAf}l?CU-9NMx|q%%h5oKKl~!K zB+DP_T{y=`VM`!l-V#<3lh<*HooV+!9HU9_!A=D~H#3UgUGJB%L0KU(n6%$n?>8oc zu0qRglCoARF42>;iwPqX7Fr*Z{yS=Y0u?m1lqN!NY_OBWd8f)XD$rG!UolCO{?|$7 zR~jZLYN?S;TM(P-B)uA=s$qk&!YoT>G2tY$EMh^S5aE-xgp)*gww~ZijOv!T;LINR z{-Ua8kKEtsaJjhLOTEm$#W)fu@-uS&^H>ZsisG?(H=R(_!JxtJYjcL3 z=Ea!+#npUA2r%f-;Op>ay_ip5nfrL{3fd?+{Hi`8?2+Oclfwo-YDy-}_>67^7H`q% zYl;IrAOjRo!%T($u{}m9z{Q6mqYRjq5*JPF~WCEj?_=0%m`&Z>54de;~eWKUP;_ z1FHLs#~6^YLF2(Pj;l;8@g!v&lR+U`VOJ*~x&KLT1k$&{rP$A)!G5bU0b%6r?2{yc zLGey9!$}*S7#ZAtoS1T>qQ>Q+KF#IfS|xx0N_ac$wYuxf%%GZXJ7x8&e>WO$&9$8co9UHg|0MEzrUi3OVc2Dq%PSU`x4rC!%n8jBG@Sz9T_ zaUd2pbScI>(1mdbi#P6?724FE@pk<<)k{t8t$n zo{|KJt@!v0M+D)!*`Mj5N4mMi4436S)QWx)5Xl_=kHda(xHPuAnVG-xZ<7}=!THDT_si-fEA+qV zMq^-r{JKM? z2_+r=MAygJWrT}*vf(dNDrWBjOwn~XKBT-CzKs5~*l#b#+x7WwyP-oTtbS{v^x-OX zE*KyuYnjb@LtEJ97pvsfmSHTz@ge12WRE68Ch0j{HpNV$7{UasV)-=C5b##`DE!H! zqPzGn=KT6n#bt*9qg8?jhln@BXW>sq#CG>e1Y5;qVt{DX;IJVf8)-MjL-S5COmGtf z5R`A>r*{#qcL9H{%$JIpzRTE)*j|ct+kmO~TYQ26E2;-f9c8$YuhU zyoP5OTg2#)aU+|KT=;*~K1B36zw6UJWT4ygZz~_)7Bo=) zJu>K{u9xm`5d+i(4h|8~*d!Jl_19w=ea0pQ_(MWM zU;QLP0z8Bie1!GVV<|)V2qS=)sNIb1M-v8`c^k_c)y`y#<+}(;PFxcOS*|*b4&AsE3KAa8?Og93PnY^Wa zC$>3Y&UpMxbYnY)2~G+&uxE^|J9 zeWCF_j|QH%0?+o^@*EKwO}f^3g6_Gp1;x1ok-^u^Ohqsf_E0adhC=k9ygs7tIIOS(07EH9J@*^gan2+A_nR-Ric$u_*sF(gMlZ`39SaR zaMe901_=z;qnyyWyBF1hPVn$P!)KjM76F3q^@wk=mUHplea&HkCAQo0*-#!}kihU- zl#k_N%PABsNum5LRE}e{*z#tvJBNh=$IU1ot6e==ZD~j_UGn@q=3qAN4`n$E1&%ld&>)HiU#xm|j{zPGJaG-Jsg=)c0`Fc!BS7$7i#)>ooW7B& z=>HYmJK%vW_JvxwUH1rQkiZbPJ7)4xI(PSW2WVir9a+vSb{l%hsUh#Pm&1y!z z*%qMSy()M&lkIcni;59gp}-8Ig#%Yyv$pbC^X@UpLV+Xpc(Yw?P>+uQ!54eH`FTi> z4|rg^5tUXc;3~#Eg#wEa!5G(o=j-`^H2`Q}iac@r^s6VM$$rOI@;ZBBfCE>QEBoVg zI%Q7Zxn4JDV2b?F{U@IRVs}8^yMyyxD^Pc1Js(QH-lgTXsE6gBP zFE{29LpwQdhZ`ACWbn1{TRPro@qHB=A9Z{`P?>P8Ei@IA1wKV*xIon;y%8TA{IFniiJbqwW?^qA>$o< zmdIG;bSTy&0NAdhL5Gl{J(`s9YTZ!wXuu((@r|!(=Q4AS%u%?mzEQ%4h!0@HB%$4$ zN)O?jO{RQXrDAU!Kv}`GGeA&NI7#x{y$xLprwD#nM$T6UlL2tZcoUXP1kYFJd|S6- zAr)Zl#bS{mpj;gE5amw3lQfte01g>V>`3g;gqgU`c8winbO?DDHcXQ?6+Bj=*#7{; z_EK3i@Q_lrNs}~IGMG&obO`wnIY?}>-tRX1{EaJ$YYYI}ZWzG!ebi1$&55!%$_``fN`ZfLM3pzYA+Ef(}v5Ltxi{J#LSm1f%ac(3_Og9f6j?5ElMq7rjpiiwB@BBAnlAiL3|G&<x3DWOh zE+^B`ZytW~S?ZR*Iy{GIzjj0%2l%fC{EYn+(^WYJ;fGfPN627oG{wYXjwXO*a+C4B zj=2$Dch8t}WG`W;N56Uc@T*6q8)y`*e2nFasSO<2yc>TONk}f8QS^pms5S-cwwWKs zUqu2a;M0C@I@PzET#U_lj*Z(C2U26)HZ>^`Z1ZLe!KKkNcubF?rH{c5=rQOJ@j?7u zB*GuIHa&D2jx#ZeL&Py?n;5~O6}6@ncd-fM1fo0(M7bA_7SHQT%Bt#YV_X+5NksJ&&3Pg{GJZ;(nkIC%sB>m1vBr zRc2@)tJJL046N8aHDI&qz#-wiI1f>=?N`rM>lZ7tBbe8I#n>!{Y%>evfFN?|-G=tR z&M7WaSL5lU&)g;xni-{kl^5QrTsq)+HQ^t!1du{;x|}kz^+gpJ1L8q3o&s{HfejxE z;Z(ES^&Y&nSG8pU^pK*61)`{Ch3|zZ>adWrZD^lAUsG4rtblq*RZIg})QAKCA&X`m zoUK@JR5c<2^N^@O0!eMfN2%-T+r1nZ4_tf^3q-ZKcuvv4E)ELFdAp_9l64=&(dQWM zP>Hc+AZpD*SquL$b2o)O0jkz403Vjbm|&$gPcq_md)k)AqxQg_6tO^5Qgn}f)gPHF zOICb7dWfQv_z;q~bd!(*MW*5p;nEoj$e{){6u9xEG%b(Wss=VdW_>8f0YNla3|})r zbV&wZSyc@d16aEhiw+U*w2Gj8@!Ve&%StieVIh_QVt(wtU9X?bt8XSX-4<&8G&1Au z6*XSFiFwp>W?lv6TQ~p9e7F78M<31B)9q;UYIjL}ly!aa(Z?U*n2A7+gsIpLD5P1n z?@(cu4GMj?P3DR&)S(>(^IBXCtoHE+uf=i^2hiyw9wyPHnz( zufq-Lb9pu>d`tMQs}<&(^i-F+ek#f{FhI$uUCDUsHmrE7@n||5u#Ps$5=JPcIYJW- zn_LE)(Y&BJ6`0ldp95=@Tu|rx4HgoYR1KF-BqJbvg0c-$5NruGZ`T2Ow7w5(U7iB^QeeE`Lw;P_^W}XI`{ygjbkKEmX zv$c6qYfM{*_w`De?QB4^mH41C-!}NK=$7!yg2o{uZ=MYb^Yzq!lQ-ay^)w-ZF5j~j zb;2h%o+>JXdeG4zma8defudgskNdnjpX?VqS6Tfhv=3$dqMD7J1M={uctuVy

UH zk5PQKSWlmQ=ZYmO6#rCMAeUR}g89!`%$W{Stq%}F=g)OISG4KZy9CpEaZ0T*DfIrO zLa(V*ZT`DBndltzvC5@K#mnEPRW6yK+z&gOcw=_hgqA&d6HYxR*Z}6jLxu!;WGl{- z)^z4X+?G2`&nHU*P3<83t1%H^9g_k77ROlwjui z@JvAeD3;NfpeNp_d2@5}b~W%fH1)ioo5yKRu%<~a+Gm!8 z3+)7#CkRDz6eEoFu`TEJPt9#ba0l0L7g7k#ZAG2zGOa?Sg4p+fTLf(c$DY zT4OrM{F%b8?#AfcGQW15b)-=_A*8yQv385P-FU1DYnMik)aaQY?w1NX`mKVrEb0r*@Atav+05O~^7|`4^~}_ns(Z#dOEY%sK1{Wr7Ye z-Sky^ft#%#nG)B|_#Ro}5gSBmirjvd*}rfiTgG&dscEI`chp%)w|$+cmEweus)?%X z%kg@(;Ny=IMb!)|L~FW&G$mwC=jZxXC+Z3cMu=tofX{yYWv1IYTaO?8_Q_Kgq5Ad% z+L<8kCvp4qWWL-ia@}gu_v;5-o^~y^ROb(IK_F{~+CKWtgHJwZ2JG7o9VCOqYjhQ` zy|(Vlho3z9FO{G?yT*k!qbiuQYn`}F#`%hUlPXTm!(*Z1|K z6Ib}%1L#X(5GWa>k}EaZ`HCp!}_&h*Qp2L#=9h;#Lm#wvR{&&_K5=e_&| zh#(a8&b~v<==xO!hX*p@Ftoc*7GFPOdO*u4oz1Uh%^6_)on|%5gz{BO(8G zPuz_6L0?`62}%*ZNtgY-Ua$FFV!!asU_mW{++r@ym-h>D77kRxV`*F@o}udJu?`Pp z_joDVAIDR=AAY=?{RJya#RM&|GJ!_`gI-h^N=0+WjJ98e@qnO{rARkcGqRqgXy8C4 zs>kwGJ*R0OKKa+LdNh!r6zzw(XEJ?Ru3!5RFhMFzx>}2?viq6T!WF32)K?s^^eh~x zL^I`|J7sMBnkgWHP?R0r8~5^6awT5BvJ03X6=j#~&F@!sY%{*74(2y=cOtWBzv|FH zB6lLT)YViT!|oSbJYbP7x#zVnodpD4V$jTNNMD0`NKgucZt3}uDZjI^Uk*KBk&d2u z9!f61fA$_n`?M^yVS40?eIV*+IjP2%Cw%Jal(G>e82>$FeqISDo^3{ zGpGjy-5VGOxH0~I&I9Q`_8Jr#G!WeuM5~bXcYs3uK7`;~$usmh39+TVMqW2>Lu)g^As)=he5e7fB#$ z6mpfZ)_g@r2Ih84+H^vTvV7d4SXU3|hi#UULFA7Dj1g&y^8r1u^eQe>WPKEDo-54M3*u%*vB50BD~dE_gG|v0 zrXv@&f8ay0Y0Hy7dEZWOiQ|Bz$29z<$VQI=?r2JwSJ9y)Ne)O7!4^62$*FTe``Xfe zRo`ISLIYu9tS7!Ot0Q@7eaCvOL^^RW8TJ0eBSHg<<3tcAnyDwT+m|{xeVeHw2}GFz zel((H>9eB=#hI`GnF$nm2FMY?AxXSVeZFr^EOBTgMVKm<4q;21z^{rumoWBTl zl`g2iq@~vS70usKduMj`Msr!^;o!MyHqplz5fF~ygyfI4l1njFu{SwT93?nrgxsG6 ztoGbyqwVBm#%<^z^q0p7ZRQc<5L2C0Y(ojbzc@y4rs0^LRIVrVV*lsE@BPvD%>Vtj zT6GlnVp_0NMBjd>GQ}tn|3Ugc{WIBcQQ+Skecm} z6hGaj1DIj@BZnA|ms_a!CzKm8LTTkmgQN zLHvEXNSX}18`DOM3o*a-_lNVk-OYBdHkH4`M__^DPtCvY*5k8RJF#T(w_O+-B;eng zuScKm&(ABmrTNR>nj1()GqXvNZy(j{npykpDu7g89 zW8d);^T`vL-FzoTYhfG6Q$3qS16yp%=yzUz-E7I=a(urxg+_aR7W*x)_}%yzTnpb& zzT){D9Qdx8I$@&bm%lap;m&N3W7S>}qY1-x0CHGhy2_dC)pU&L?+%CRJduL}&+8G7 zaUJd&zv@KdaKI4T%=}`43}@+Pvw#JrHz+T@y%|#$)Bw_t~@vn7@{1cb+c0r91QTI9L%@$#09?tqf-t%4j8Tk8yP1^ z&M+%_F@%6R=&jTs6n?6K#%gUtM{wqnut#2-5_OHOw%%qr5Yr#n3(Hb!8Ty2 zTOAj3Q!Fr@>ztn0F*9f{*?mtw_CPwAx)?+Td_-*HSS7MP6XqF+tqX5Mg| zTcsqO+i=fkMR3_s!f52RE$9sTl zQ4!D~`=wgfWr>&l z2p&b6bfKQdDtbnd3_4`+C?XOL8buOpNGKFXQ_*8X3{@NrI7IL$5@`*!Jl4@Oie&L2 zv0E71OqKw_csEHeqi4cF?qGi%d9i%@3$WjY6OPX9Zoc2$QQ{h9P;hYi_wC^DK7b3-jm(yyqqfOR~ z{}_Xt>lqHCL&%$@q)%vloxdEa7*YYO)d&t50`B1(X^E%uSb*XRL14A=TVT*P<&XM6 zZQhD@OYoJRuH~PAg7zkqBE@9-?VcW?W~Hu}WB?4yu*3vu6JDAGvze>V7?wv;mi99Bhm-d|_R!{m;dPq>- zMH!$Z-R}>QXFe3y@d7GaoG~uQlXz6q^>(z+ieJf<;FJu@3m9@6eX1z1z-8I(D_UJT%c+_hp! zOprEhkWVnH&i4EX$F6M<11!;{FBA2obAX_eE<}qXnJ#lr7Yd-DZJIrAgG@u)wb|o{ zAe269F1z}S7OKT~sHe|Hs34X;OYz~e%lU$@iT3o_1{0+B7k=#PjX?<>(2n2fZvMPV z!=hpy4tT5$EP_LZEM?bNvLMm3lszH{o35&tb~)Ml$i!zqyLMGGu%NyQ6Ztgr)j8iC zrr1#ph@6!z9>|*R4al|+>|+r#YI2!*yLNAKxFEj*nLZKym2oQOG=Y%IsDT5OthLL@ zv&yxzjIn2}jZi@>4P5L@^)xWU1$o@7FwMG4lxt#p^eR$d(94L`^m^jy$DR?Z!31eD zM(|GcVp6Z@LAEnKWqP}=X z(I_~!w_<|=&|FNE)071cXleQZak^x*eazIEd&^c#mL}-nZz6Y`!sUdOgkr5mZwHT` zXrOIW)nthhNvzOYLk1rjn!v-;q_YBw8v@%6kt2YLxA7@YM77ra11l263NzsHu2~|1 znx7<}n^Q}V?dv+L3lvjr{?5nP)5BXO5@^;WHF{eJq4F;isNzTFK|kv8rkC}uPA`~o zL;DX>?e_2lMPQgWsRjQzoYpKCw0(G3TUt95xBDfqg_4)z_;lJ&6Bu{4F0$PAa=l;7 zzDQ2mRHrjwObI)FkSP6pvYTAcdDUVO|Hohovs6%))^C~I^w6H97x@oYzgq~Q^057q zcPdV2KlX-2v;NhDEAu#Ku~Zeeb0n^kuNw&sZ1tlAAWll}On!y=GS-qz2J^Qf9TdKw zD11osrS&UVEnQUk_rb*Fn6$dmPotbr4Tk#*zxk4wW%{BA)X)RT+Z|+S0xtH#glbDz+yM*XPPHL07Z$tm)Uw)Z&3p z#g%}^1h}Rw>D{bNGbf+c2+YLL+H(_pXY0r7#lq~uXWlkkjW|FG8>S>K$213P920b}A2guO2_ zRq2d3&x1QP@~ED#X?GSMfe$z1-AW0inW)0DMe~qZnFB_ZA|EvVGUF2pzuM!c@=iB+27&o*8OnL*lp46{C0$#fcfJ4SR_>9SLdkixrqS*2Uz_Jd8 z4k7tMp{2c(6-tB+5&1$f31PQ*MskosiNPV`J=l;H%6>DWg{-U+#U3<3mWxH;LrfEN zAO40KbGoXN4udbnAgfNCNi9_7xF<&#ZGa6upDzl5WbGI^mDrAs<=iD z-%BnB2AU?S6U}VCola`rb?X|{BREjSIZFE=J#xf*A6Joal3;?|Iko>Rge&&B147!a z!9$*6x3E7B>J||q2%E;==Wc73o>sIUm}RkRx}x^~UV=n#^z26vITQ`FxY92+7+@PGLE7x}iPbDw}Af-v~I z`8f%Ro&CK*15s#0%}<%C)wvCg@IZDCvF#!K7+0_J#e^T+Qk*6N7LSuTV9>vbPhxu8 z@)A9-R*I<#fED=zG6ZDvZ2K`;Q?ZYNjepID6O$aDn12VWR zp;K+X=2uN z7~eOSrLnxXI#u97oyOoHcefF_5CrMR%p+%tRT=iya~e6UQvZH6UQ=1o>i}SX8Sr;0}9%tY)uOLas(&tTecA_sGF4|xK)zdt}90jut=AT$@~qK>WoEeBmr_h8 zCAoC#9E0Z4Ll$$HsgHeg=^;VM+LzhfTreHFh4K7MpY}!Kf}B+qlW559Ch$PU0-pad zw?fn>;0ahzv&PJ%F+E*=oot`REFiWJ4%yRngmF(d$>Fe_PD98$ovhU~KQ}$6*lGK; znhX?%O`OQmrt3+4ohX6@b(s915NX7*<(N3veP$mLV9>Kh+oqC>J$+iy1`u>%uF2;X zlU=E;J5Ts!ks*MEeTl9HH>d%|uA26E7U!5G7VtYp=^u?vZjAyenj-OySQX6@7lk~0)xKkaKx$d!M|&VBaaLL+5B4pLoIG4 z{012GO`VQY#ep#HVRmhJO4tyQErbw%VhKYOLO_OqY$4cWrznI581!!}?e#&==hX`u zh*#f=wI;|;k!#Hb<<@N!(c_1UYP*wWXB3wYp)ePOpYgFR-xKEB}L!1Ti<9TwZswK3b#L;91s z%Vj&d*wZ4znC`Y7(<@-rYD+i%@rhx@1z-W!^|rJ$5cXaGkir^K%qUM4#~T_E2Q&o+ z$a$+Q$5@Xk(e%BvN-Q`;+{%eao=4WqKOCmFups_XiFo{iZb4ta*pBP!g1l7Rm!!BZ zCjb|V#3)I5Ani^-cu2W&4s1R-->^c_bR2Y6Az+ZdwxkoFBm19p3;6$1IHdX9Wn2J( z;roHXTn*2%^s8Dr@bRSd!;=pf%Jv;jwRrLPy*M2AK4%5UJO<> zG{ezM2#nCcb$_{@?H84CCA!b+q5aDj?k{xhn0)+E(-(;GT-A*KCC30Q@3&~#uf|(? zRA$3FZ2zyKPQ~np^aK`YdSkhr)2Y7EXPI5vuL#Ku1QHVh_FG)o&-(xUCdPau_wi|+t zYQjctuhGmNm2(J0FkbhJ=Ca~5x&eLk*+Q-jYF2VmLIDUqgK=F7@x(-Zho9%f)#%J`Fuhb zAdJrDJMsj^*v*eQ9@v^vc5HMn#`GD@<1xODr7RG^*!Z#k-Bm9}*wK$UAo#AptK82? z&rH+KWhzaC2ByYe+;5xx_VR4M+YJ);eCb7)1=e~po3AhG^`84oM=y0bi7>$`th%F7 zH!H$kR<&qgy4{ptO}Ea`wZ86%u$-#bY#GQEV*(1^;HOA(u~?t6Om_8C1_-{pNk087 z?&j5$v1;ZB+HxAfg8P2LZEwA#V-m~FdL`RY%`9@80ErD1cf5)(=z-aNU5(5%>vUh! zOXS?QG&L+Q(lbXRV=G9{M*?KQb-7&v8Sa2gsdU3@4<%;g>7FUIKi&rToScR2M!=LVl z?q%fw2~LsICnv~hgb7xWQ%XTOr3a0M^QQpW$|<|Uy{zjv4J0_xTTFY1BPxnVHC>oh ziyP>=^%f5hK+lhTJ#J5)Rx!=^GOgMg7ASkCtn5)$Z{-SwW(r&-2;k7sQesrRr!BFV z0D3U)HeLG6XsX+II06IDRd0X$(}S1QbT4Kh6>CBsA|9ABIB>B%eNoXxcdXv`$ddyD z4|-)*1l70C){FgeWrk^tuUoGy0}5XBJ8cr0=$W7MOD4PZJ7Y93y}R5mc60w8AO)V$ zKdtBXnN52Q_vjn?8_TL@T}>dm(iH!gp@F0i+a>KL+h^k$_1BoL|5VIh2?+{afeYg9 zNpWA%M$^$``t5!$9v0AqVT~e2&@KZD!tnz0pfW%J8E;B!Pp(ea0G>afYz)kZ?OM;X<6L*6g{~D=_E~kOX=sl9G&9>lc$bpFDx zvQ%k?s>~@11QiNsv*(5xwtx&e1QZI0lAOMPA`-|cM2~NiO$EbNT!#-4N!#<7b?V}< zI#k=k84d_Rx9)U8zyKjhy?HWUZWfjE>olqkRc}%j2zpxvwm7K_Z;FS?C0w@uC^=MO zWK}+en7Bg!L}rB+x>vMDL5q~5&%z(m-DPJ3^$^vqr!sk2i`Z5WRey1m@*XwN^NTso=Hh7m%O*qJSgbna=Wn%+VO ziAl$feM56}FJI9yFWS3Wi-TT6b?n;sAhO+#5J~4cgvOKDk<&rqsI~I=Z>DrsiHJ+snrG(V>*y+Ecm}IZvIeqMugpgS-^e3-Y(}zC9e^S>IzAQF)p{I0^Shi&R z&8L&Po{NAvcq^16gv_Mx+0;4q743+j2e+P7vU-*#A-r6vV&OFY%3iE?XF8Qi@gjp*nSCHVD)e_tz7;TasQy;H!BjE$%=G zsk-8}Gg-`-CoOJAcbr5!MflxGbaarYEAV_oI%$CiN=Vfe_`gmTd+wJfEpSH%iMskd zn~MR_N$a;|J5Jz2ZqhobK+6V!@5@fyW=&^$KG{-#<8ig6wJLLU3ac#td!VjcmI$(b za8Q<6nB~2o|2UN}M+Irg@FB^_c26@I+bu01GQ$lud}!l?$PW(MFIh8Gyn8G`vy=OY zJj(=O$$EoL{>V5Tov~W*5*=!aUvfZ9-bz8tcw*`SE5t#qlrTY9iTI3VUN zS?s}_b9s2_cSF`eYaUAhDan=%E@ix5t!p}kD&Ei?YRg8E4Dwnmm27|--cptVQj(?D zAYPW)P)o0z0Ycs@dk+c8)UbaW+=T)UL?z3xLA#lnk`@|j88&5spk(i7k~Cwfq4s{3 zxFD{j2*a+bcny8{A`Cnbb!}Dc>gmY+H#=ST$zexwU)yFZ3kR}0@voEp?vf5I&8HJO zuf}iRQEZ4VPzq2GUt6tq8*_U6>#v_a8ck|q6;CoMPN@OIx`1Fe7q?<5uH6Av$}NGB@0<7p^e?If9W&$uM8)YZz+{<$3DPS_ z?MRc;v6?_oEM0fl7F4`~T+$eX^$vUatwk#lE%<@ooE2t*Ka=chr)fF)?r@lGUvT!Csc+3|Cc{irM) zsBW+J%QLg-<}Fji?~%XFLy>p)zyEgHm}w zP`%c;#2HOJ3#OJEm=1e{#{*F?pS_n@F!eGY06`ViOpqn?^j|L4m6Po=g+Cp7Mbd2 zLLh=HgeWwe@my}N5CuR`{aI7Pl3Vm!#wdsDmPG?eh=Wzy+V_fs9uGvpaOaElWYG2s zfLW@w^t@hWL{t_KR3Qr5UuN^?!uxtf!3YzC!P(s{kbef|%uV=on9&BF0~j z^GTCbllnpqxLPV4E!Na@rRhhT`SjVM5@RhQ3xLSptsGy{*J-JBT1txv)=d>#!88ncDuzxw(UW!`RE9`r`lxS`qLgFK@UPK-*N0bcldJ?fQ z-nGU9=TUr)djTyAWQVJD42rykIz3-(FX!jdFM9Rc0%V4c?ir>n38L8g(KV2u3%)o{ zdvEVl1%j^vUng0eI0YPyBvtM#6yL9ctB7^##<$`0R8gh@IVxrX*zf+9HJ%q zX>t??rqI8cuV}47GWF`;G>DlzCEdh+d19T!sEju27s7V^%E;j%KT({hhmR8tBk1?{ij zPi37|+&!F~5^2D|69%LHr)0Fz(uruDnTYYg7L`_d;J=0FaEt3N5CBo=ht;%MrruW4 z2U{k1G-M4X2qQb5Vo+a4prDLAvT6O}*0-NWHjo**rfD9Iu7Lzy*p%G0gj21 z7Pu!7Yl1`Qt&?`7SA=(PFkF~Bpsl${NbEIt064a`k2qIh^k`kjPgQ zd~>7VUftS+EHdK2gW#GEf}@ytg0X2GFk!|hX9JH-Yd$s&HOuT}xU~WoVN5tbQ~W4m80pLZyoh*Q@0Zke~}K3jMa43a9VYq5u$7p`6l)(aV55 zVBBACcAE)x3rD}*m@7sfnLpR|F*N!`o>x*_W8C1`{iV&{O6bV$NBNYq`F3(f6Js zZx0{7%aS-Guv`@^<|1vDm%r;wW1+xvL-1^0E$QuCehpg7R5E(Ig&YA5Y_G>`rYFp@ z^s8=JvN&Kc`FTX=e!iMNtLTi(IbD}Vt7v@SbzFXOXkat>+0sKX+N>3r}s){)$ycd6*$jMy8ujy$;o^V)?xOuNt`aAw)jb~G7559pfQQXw8FXTj=eq_MV;LZ(JsQ;&^;}rXH+VF1 z6p+&%jYtetex_&eXyiE{=*MwEC!RxzX$piUG0hwU)1|oDFGfD>LYxZn+KZ2-J;cRg zgBPEpfSmSvmRwCYxNBPmh-tUYi<+iVS&?qOvy z5u~*jAI1687M~%2l=kAIlrU>NZ#8)FMLZDpli18j@zL`;b+yixpk}W8C~p^B5cq~& z`lv@wp3;39%Z;4#(CjU8>m}BQQZVqm9)6l{tCt%-gY)-?=OO&}g2rQkCCUwL3#H3= zc+1#1Hvj`ql$+f;xkI{hZafxPqTKA(yFDGlXEmyGZU6?JD`v)q=9TO;&S-i`dtw+- z%VHa5qk!OxCxHXiRU|ZXJR>^QyA@;LmQ6N?xjY`oZVIvuO&jfLZI5NHWu0C_*kFQ` z3N6b0#bSNN=oB+y07z|V(LlsYEnP|KRcie1y?c=K$dnqrJ#Oa-eD8{7PjR&&u+r>F zVC3{JJ^?+=MWJuU*jtXk9xh8_k8wfHJ(d#5+2>v!>+wK#P3H7`e$L7@P2(F1~xSBXX1VDzdI9uH(Z%q@~7j9y{R!R4uz&!iE1Q8_qJ@m6BJ zsrbury;=#21|n`gdZA7DD7`Vl5bc@?(_cJltpUR69mf|9#G zUGYZqW~>?N<^CQIWV~wA&h~|TjHp-D24IP9yIzP}X?xN+K+tjTtdrhSFYk141*+ws zmAkfZpyKV^mfXWG0LLvruXe6M1R;+mNr>zfP1ss5uj0OG8}E1*rB@Y?Fp)d%B)j!~ zdh{KW=m(^IP6r1nUbXkDWMRHn)%JKGy9HH`Ot0EbX=Vau%l!|B`zJ9dXn7gB6iLYJ zRfZ8JNN+cJ-Pe`PFKw`*)uj1L7C9A{cLInPWr7OgklQH9zMeDM&bbwsAPwUsB%n?k zT^_n#(6v2`x$}4_2i!_;)~D#zUp}%Qg1!L;eOlJ$eH2q}EbG0?xAXc(b>-lY zrF-H>vkji64(XD^@tj9A%@k0Xl;eW^u4n(<%Kf1pozqo3<0-v-z!%Fk)hs2?!h-vH z!c7+*@+@n5Z%pbwWcR# zL0o0b;(_j(priHT6>q0izHB7t*c=?lsNS%=P1hU#_MWD@Ud)+A1C`8|eKCN=n_l^H za3GWU>NKfQ%om%~xFJlqp<%4_4^^!wl^6h#H)+UpKT$73^1VZ^Z`StVsYkzk^f7t< znnzX5;*$H`xuV2EmKck9s)+eT4;G7+WieL>55;1!z;YwD80{OtGeyUaxC?fR5W&c- z*J%N;z{Q@3Wh|@paGqeXke4@N>usn_<9oL?%Z!E0I567}}% zJkDZe^FjyI2dkqNE6+lmu)*?Tu)uOBE`QV0D?BWt8L$-`L7;+}l~por)x#s$q?KS1 z`>uMi5Ek!Eym zZ?M2}cVmy0jUG|$-MxBbPSerZUUxS&Bh+-=9h57f7FckkXohcx6aW|Oc^`0+SQ!lA10ELK_cry~ zO#YJty8oS0>C=VJCP4AAqh^-GV>l0N0|xy~N$(GMvutZ-Kiimr3DP?WDa{OIa;!0T zD{p`W^$khw&Wf|_YGwf2Xgwq-?@CJRo|)`wT)T}o#s&FRNiJu@G^6A;QiBJw#F@+m z5ORjBuQLG?q)CaI1UtTJ(6>ZABq(3s*xEUIV(O^52ZFheraR0mD#1W=lhK&jvy9Um zZO)i2!UX9ZM(SM3lwl>Fs6D!F#=IQ%AhkGgG88qzg8Eh_*H$nqSa?G7;yQaIZ(+u}=t_ZV0x~u0Kvs;e0bNxsICP?4-c3Fhq zry){s2Lt@?H~8t9gum_p&yONp;pnsZ^ypxpWWX|5B;+C3$o|HAFkNiqVSxWvXZdLjk(6KkeV5S+td11()MLMPnP;Um}6!s$ijt#^>=B z{e}XKg#wSM&y5D^)TR4{j;qfp7MNa-m{JzSzLHFK91a-Xh#0ojq!t^W6gM$tC_E52 z;#_QLk&=5?w_G?JFc|NJ73s=aRyB_E-WUbwrd~(?&THOr^_sx|pUPlU(~hdqWBT8b z`3uW{Vr3ryzJ-uzAfjq0e)>6MQY=RUA)UQTmS^&b@_WbxKwndTKF7Zna(U# zFzfcDvv{DpmE_L+OnX!rqhe;QErWmr=~YQeGjEJfQ9)Yx3>v7eZE3T?bT^_KAU5m8 zB6C-m#+nYpc}ortY}W-_<}wA1ZqqR4ig8({vIQ)#psegK z*{asfdK?dIH{v`MDw<-(s+6+`5sdd-+I77heLC4zPi$+k&fT4=*ntwTqE@^B4FPY3 zkC*^6dHJm3eHO(n#R08N0>CvQmJ_~tZ%`2i93tKf+L}Jhc7>Oqm?J9 zrJ1HfF~kmdLP-H0LZYhrz{IaM8GUL=791iX7yW13H)vDQ$3^q#ka1;uS<%t=(G&Wg z^UUZ`)6O{rR|Y8>nBHJa$=#BgUS)}hT_bsGd%37yj@*B%+B_7tpq+>v238iwXR82- z%w3O3O;p~kpNYFJH0^7iG2nsjModRLYRB94zMk@(mYS|!o-YCf;Y~)k-(KbzH7$C9 zF+v0-&!b6@+O$U=17McWU5AkrVt2v_FiYr4@N&K8H{^FGi~vFSXWNCj+no;e(f{xn zu$FpWd=QGGf#m*nx!cS}PaZyf^u(ORu1BiKe2BTu#Fz(c z=$0Kmd8-L?MfwI2gxt&~*UWo*nc1R&h`Y{WeId3eX(l3y*>Z58;(1DrK=sNKI|Ox` zmDZM)|Fc0xaiRx6X%%Fs$RT$VlVmxW^Qq!qZqguv@Gb<}I3vy(#XWe%_G>`p^2$y{ zfn4O)EVu8(@uGgY1tJKqLZZzrwIOoWU(=Z?I;+P6*)?~y-N^sXWIC-jJcMi5?2UVF z!%G$qY*+ZNXVe%UUEzyd77a{SIa9Z($0C)31J`xI)v+Bcvw1-9-OBP&tY)@U?7{Uo zt|~Zs|4+W@HJD%(o-(5cO2zJjUY_Fd!1e~u<8068Z!`m@qCE{5ctox;WAR?O@_1l- zljq8eZRV>>s^PojteE1cP`UUdF!*mL{PvR9`RanXj%Eq0XkFrNK+C-J*h8J%VAGek z0WI?y0}RgFfPz=lP%?>0La)FvGxw^Y5oVcnH(yq3u~WJ)D=@(-BJF%V-SNJFrf*gB zCI<&DQCrP9`VJEfMKX^Ewi~>*EGN%8-SOv9GEufc1fysl=|cYJ%wsg2$71d*8klbK zyqVw3!>+vltyvCirE`$r6!tWn=d|#|a;WJ_wNhF{Fy2jbX?{<0s@S<)E=FX8=T`Iz zOrqtM$63wjxHYo|5P7|m=9PXn93tg86<%w)@2pIFd96i59)(TKZ*p&HFPj1o ze8OYR&!$CZx$EVz4I&sbIULk$3}NgwqK5dN$CLBPg8OQ(8p2_bR}sxkA`yUk^}ReE z*hJsUj3Q6c_maTi7kw{E)^wBNA#ATcPz(xQ(HEg4CQuC87l|;-tmrqyneEjVAy#05 zRrE!+^n?JftiAdo4h~#0HeBv^GrB8#z}NspF#fTAl~?d9P$2GpNmp zQoN|jAX|+TlR(k??DMF^oWG6jIxDl2;w?Oe*(!;#KvS{weCnK`hN*MD^aPJq7b14t z3YlI%IAH4ixA}G7hs!UW9x9IQ0u|e_bD#L57f(-+-6r-qHCCN57gGMXC16{Yb-_p6e z>SH>JW!Kc_>(%INGJPg`E1IFa2Xb~PqJsEVhB$R!%^2kXFJD2)<(JN$EydZx0rKln zk>B@n`E|Ew~9k}heHMN4>LA!H-nAME!k#wM77#VOK94g1D42>K-Qg{te4eP zzB{3rvN3&e1Rj4EmeG*yj~p-y>IsG?UFO)^0FC z8v4pknoW=xyK`Szf`T@iS9zP)5P3D2AblMMe!PA$q7z+w+^E@&le26C2AV6|?PBz> zTCVF?pMLpUx?4lMf}*$)#vr(Wl|q5$DyOkenX%?VbMP?FQa<-1?d^TC0Et73A;d$o;g+Vm-BkX0AaqBxuu+fJ4eXA!SQ_ zFB%+XYM!Q1C`jO-pq74M`azS$W@Y+-yETpOxe0psK?WHjWEC_?r^8mk7!tG}CT2JL zxLpB@X@8Gn!ZAW%VmKVywm(GfJgu@*CM zU`Vj7Ues8;s3)88*_`h!JGRx!;ek*(o+WhC!mOq35&L6E&|dSVe&V)EIagPoxkD^#L52una1voQ7n>H96>xWh$A}=k&P&-mcP4YI*-Mu%VW5G`_O+>2 zd1LhMYYQmQpndi3gP5;$9GbFo?9s( zOH?xYCJCe6D;dy0W=EQ#X7nFvN-Pk4f4eicC2r^>$%3XHS&3>!v%A^uRr64yzyimg zx_{qR=j#RE;j6e1cAH`FNWlMpEIxUMm^uBG!XZ+0hXd?Cw%F_aipOuob)XsH76!;x zb+wwVXWZ(YRC^p?TZ>aGur;qEvoh^u@dgR_)@v$zwKJVS;yvU}UK3$~Lkhv|xLfq?#J&N8!VI$w%MxiwRZNsyUu z0R;wc``P?L>|N-n-vI&rb*Fzmqu@3_pNlxDX|^(1h|s{}bFo;z5ELDA;ededOM$$T zPCiaqDR(RdK!M>kXD9n!Pja$S)4|D@DS&~+TZt}a7q`!Jw2}i7==A=8*gD-2-2n;o zJ-xZj*9AMGJ0PIjn4i1@(<$b&Ctz&MTzs?N4$z7_7$|ngiNAM>#@yR&JGCH(ob!Hm zr*_KYK((z&G|ft7E2jcF)uaFg2J7Q=i}+#?9|sW7t<~$KbI{4^4hG29>huz*Y+gHA z-Qxh;sUF4)YYPKp+wZ7DDa1P=JM}vvEO0o>bh_9-?HttnVth_-&^Od+7s*}|tEU0%J=BkghFW-$LV1dI~C^3FF3t1Q-+i}SD#bh(3Lo}?x z?lcZ*kbrNMr!8G4<-DD<5t8wN@9SFV;1^FGAz(5xuxDeKy{&_FFSIS6}e4pl0uqLv%~;htZ+rtyIZ+MYAZo zF?DanEQ4mIw^ap0hJu@k0zVjxgRf?ayN%jIg7eJ+XC~8{6`I4$9vJ+05`Htwo?2Y9 zJk>@XP}`ZGPZoP#Ifr0&s9?U4xFh0+?mS!VF8z(Tq`nG3% zN>7iNm^a!^&T03@{%lK;QEm~|?9olhi_p*j{|X87^xaB1hYIG~l>0qB3G&4Kk9i1+ zq8g3R_d0RYBU#!H$;SiRNv7z8jVrhzH%lS%{w5C^d$lL)L>}feC zF9;7|a|;U2tK0o*vLAi&J34nanPoO;Yl5hS@cx{lf$BD=qJ9chq)l=$n5Jzm5yqJ9 zv}WavdGi3Y78A7OO0g+O**WdZqnE%$&`_1ALCV;dfr6O4NDwb4HE)SE4M&TKEgtA@ zW$C)?06oBHAVHcMcST!2&2|+&hU#hD01DzXw<}w$oL18lXvr-gL3%SWG4*-nE>BH2 zx`optf-*JmcCy^On9szLXiozNP!J0Po1iqXfg?zeUgHL?s~2+VRC9+-$+{k{Kt@{% zX3*e5o2Dd*=^ec@ z1qJcl#+*%>d{oyAvNCqfptewl@Dxv*^ra4{pbiapqYoh}ChpjRCYYcNp`b~UiF+Mm zt%L+=ri4R~igVl7%mEeDp)2OZC6%>fS1dvUm8?KENhZ$rsz5O)h~E?yC`waLUa%;r zIVn@DLIM}`cebyV_S)akXN$>pJE9I0-QP|}M`t_&Yq){r`epcAiVN<$4fhxREWf2c zuPd?qp_zRI9VgEKgZ<4s`^92?HW8gB&HR*tAJ9;6FR#Fy7ZCz9qbr2~j|~3%d43yG zDjJM&575lMD>Ovt&~dBL@#NL=Y`w5vkc@&f;U&*6QNbHLK%_|bQgru#EHo6nwT0qb zGH!p(2p?#?66CR=A=E;jZoVB;B%mn<@#aVOT9^R_`@36c4vAWP{na zuO_jfAzvP(fiBXXFX_Y$k6Ob-P6iJp`N+ATw-d$ffWt&i4-EFJwC&7XBs_XLslPD) zJDKsEE9Ub7VS9=AONY%vDB^pYPN=}%}7TL@oh+_IpGeb4H#B)xk6NZRod+@g9)Q-P zg7$8bTWZDWk@@MfiZ>&Qd8q)E&vAqd`rF}~r>=zUeY3I)s_Bj$Fn5Cs>T3zLeCB9BWYFJ9jBOJwCV${pRV#+d0V!YB0T|?OhEIG+ z+cev=@oci=N9Pr@76Gh41`-rZDW=aP@ zz8Ffd?aayTWy3IASTNt*U7Cj5oR|G{QrC3r%4l*%)ss~Ljj0)oKhZ zB&5iozmub1QIm9je1GvUy9WmOTV?X3udY}F4rs;fI{_9PBC-WgSBpv>{2!(OfDHOu zL3Jpl#Q!vv{IL1i*`s?UV)FnWtLd6?p^n@_Bj?wHfCta1v87p-YQmW{3`3fd?zKB?$VKzibb7QY8>nNs9d zdT5Mu-X|^xdLV;7ipx)JWiXq@zNWovZu1b|y z;ZQU&i&Fw!K^C(cGZLzrQ)EW zhe$K%;qqMWD;9nGaCtazy|;U2*F;9YpU)`Jk9N;SQyK&BDzk8vdreL==i(tHX-ZP`TSxp#`1~>Q)A3S=9xAmkn}~; z`DC%?y95+3bjP5FG({{B)n+FuFXu_D)CRUwAc3T&+Gm`OQq!HuB7Q3#kvzsq4F?3Z z6`Wr(pl_Iw1}?aW1)|zQfSpTo-|%gH1BU>{17Y_XTT{FyA3s~4tzVAl(IGn5!HuMu zK0-huEbiSoa7eh7l_1MV)1_0<8{l?o>VGl!7>wEgXQ{tl@2WG}jh*a_?n}*pK^g5uhJf2y0he_2hB<>~ ztgNE9$RK|+OYV>T@Ofm-!kJ1ygANgQ@*kQ@r9=lzD zdzOd!z+eJAHUzLp*!byga>m#PiwOo8)Oqix6ue0q%=;}e$eH)k<$3l6>a$5b+9u=N zzTTgrLj-FHd9sS%!rr$fOu!Wq)~A#};E-@LjsZ_L^Ofli$PlcVzG@2qF>WidY>9^= zjvHbYcAo5B(fOn>8i+?^eQUkMM$YdulUo5aR5hC?#%=)3YX6fX#)Y|-*r^Z%kP-%j z^eIo79{xCHKzLXQKL_$o*(SN3vf`v|44Cvyc~-#ytFW-_k}f8%*85?5i43@ny3?sW zMfSz1z3cHOPMmz!NV8DW8V9Vi8&u@?t(0_kNp&Gt6ExfJ4zn|O$Y2eU%ezaL)`Gqb zQi=`{nYiFYQ1sf-&Jx}-4-*#z0i@{`}?+sc?O7KJ>@3prQ7eu{IPFO zIRS?R7NDC{&4@Pcw)G9rDLO=i*;wk{B+15^0CCK0Y_7{xB!MJ0wUegy-9A=EeW!NH zED&|TPINR*K14OVojeI7zHz5#82FjU!5Vjq+)ln+iya$-kz3?;^5i7=VC3vbc)r}}3Mx7CKUkaUvD;I@ovx;E<5-;=MGp7)-!mT|5WfPXFq3 z^bQ*Itf%3(hoL9TvfsC-A+aHVnIDN(w7Mi7GwEx70S$Tm0S>a(V|5WuK#g>NQ3sj^8TYJ}uD@5-6?+is_EegDRfID6<$a5OK5ZSLbx~ zJ1emsX7gyEdebU8qo?U;<%$0LWKX*!>sO=9^M{%+VG7!Uh4Lz5LxS^Ho9rpRfADfz z*@NaeA)0vs0F8u@G6UrNB3PuD*lbpI`o`;nd{inp1?1!l#WX!MaXz1NErS(GgbyLE8SgrV`%f+>8+!$*@y#{el+1?+nllX!$a!TE6ufuM9lhJpLpt_Oi*~g4E>+|QxO^Fd|<3gUYOVl(r`olev1I7sbaL0&TWv+5P+9>m}l z71VDQ@@=nq;N+UEEC)00aY28NUiGAxx#@O>r}UrC==inSQ2H4i3SNnOeihNL!Lshw z{4IwJ{tvRLjJH4dc2B3^cCX9}FRcHd2!IV}Sx7& z8NGol=}8En=H2E~q2{wS-9wa$QAFehu~kfj4=wLBUkWXs&!-tFiYdSbuvJQchmtp& z4~3G{Ad2x>1Jhx~Sz?I6 zqGf=Gl3W{a8=SAIE%(eJ+W3GB{-Pxee;ObLvqXSDtb_(Pr&Q9wLrJ+z)?%05aAjhU z!T*D%R*5?LkS6=)U(s_gsW}wK@EX+Cx+*vhYN8rj>U<5RNpL{Z{U%4kPLw{ikYX~j z!E3cpgAN_Vct$Bj(>7Q#5tiZj$92nIU@W844(BE1SpFMa3sLhb$Y14jskz z?(t;46?f$g*4}w+Xef?aT)Na8gN<5Z0;nl^YpP=~Z{=lD^wuZUxBH5ELuut5%v(7H zY*O^rC)Fta=aV{sHG7y_-{1EYs%n!A}-Wc+zr*B z6pFxNg7aFFy5SVBG%BvuX)p?mgb2RtP1=U9!(~(rNP*Bmf-&RSv?b?ve3@wg&vu|- z&G?c{U?1*gEm6PD`T6?A;Im>4F1R!Elt`00-~jWK92_cm z9r$WJnbG}Zv-x&vcDb;U?^g#TGWhvCsZT}gU+@HTDIAaM{pLwa4AApo<3dJ(PrV?s zn7?knsMpJf>)BrH$yA)NXkb&%Y$1Uv-fPc&VC=+-t6#6ZNC8EBo}`qVmt4O&i82Q? z{irc=sqElY%u@f~;k_LVu&(qP8Yttn%=MYfdg6n+7S|j1t7Q@y{JgZHRQ6S;YW4+n zVdS-7{YtCM0Zn{%Af(S}={Gx&Vnf5-reIBxg>+A->0>^k*ihI&r9L8n!Ctb!lT70` zlm&o&Si^KGXTgWl;IN_LhmGlYDg2Jk*qB$xs@ao$sz$L9zQJuPl9UCy_$b&HBCQ$K zwsm6u(Qg!-Ktll^dCFvu#fHd!BhMTCvH+vYyxR;iX~!E!JCbnCWVo~ z3Sf}9*&u_T_t6>)IeuyWetonII8^X;BA@WZWb13i`JO)>)Nh?A3lAkcUOw5=ZlTe5 zO#iLNV^$pf;-vrvJMXQ#MAV2TzR+)s!g0Z!%em*~otz|choHvG$uqzIpLuuA)j_id&#S#Pk%Ozb*p_i1;m6AYe5X{ zu@_r!6nC_CP~>&G17p?xC66`He=O+J1x-|@>>#z%}1_122WAn>r=5^X24o8^J5 z5DJsxq=SFf*?BW~Oz&J{u)qRIVdf~2v|7`F(bVOS8R%;?MKll5`VI6!S6{l-N7mm(y_*sh_E|K$)HH2$4WSeq>hv?KqMv#mM*v$OAWezM

83|Z>ts!vRF3$?MMO0$KMz7@%j9MvUOZWc7tX_ zs{lFqK;(oZT0{oEKGKA3iBLNj#JNj(3;tO_~{@QUx zE6AX)t&I1pXDeDs{4UCvQ9;{}h3!70D+a4Co<2fNr55kugkIxVi7h?)$lg{j+Ss5_ zmTu;or}V^+ydQR$(rqDwzW0R%Kc|=DVLkJTd|I@c&iG-+%kx0hyFyh|q~}y~laQk6 ziyzjMV}YWdNkw$7;??iy0YQpx)Glvm*>tlT(+#IJH4WSC3qBM*H+5_KtB*dKt*6`3 z=GE?Uy&BPL1s{F<5p_*!I=TLlz|RGgFAj1-tt{0q=nWc_s(C3Uwcs$Nn&*M4Ux+;Z z=IPT%6z%5ILdW2jKl?cg%a?;#QNs$wA7>P|_9Ud_`CyU{(n7QJB$Hpe3QMPn&4Sn3 z_adpkPA8g0hoKrwZ!0CV%34*>x;6KIq+*AuRfjpDR@N%>C2Ezi+o@_*o(HOalJU_; zCIqeP*~1HZO5FBV-QQVtnhaLfMLKBw`2mgRblp@GJV`lIdT|n^8B*x|>vp}rr^&NN z^?Y5Mz*RQz>J+kDxS{@Uk5NyrC!3KZ-E1(Q(k(yS@b&3)knkfH|9DI;+!aMFIeC8i zoMbg1H@O<{nBIk}Y4xAQ5I4C0STudZ)qn$}o%R0WL^ZZm?=PDDwMX0cTO{`bM+M2-o{|GfnoToAF~d9A;G5LI!>B3CoF3Y>Z;cGz$-h2VhwmXp&<>k$5eqnT8n? z=2)Oe)(LxEPy2v|*WzL7go+lLe<@1VetckT!9{;FNDa~PLiIaB^bH5uQTC4bshwHT9SPf(MyG|*Hk zO`|DeuwhFxBGKqsRy0?`JH^B6@g#@zm=)ra+b1G{o{|qaEoO6^xTkBF)&M@lXrM`s z#gW+Ext%l9Ff&|v9;lM5Ge~V#UN`14H&)e#S)EBapyo{xHN$je(pYL%>JLXuK>!_c zEsZA|`oBsU4+eM!J~gKb3$p;LbrWY zPhKp>^m^5V*UKa3nIm+y)`%5qn>oA)Pv&vCp3TqaVuI#~`Pv9tE4877&L1M8L|}7mcp_Z2NXvJOLhHCJ+?-aS~BfKsn%e`QDah<ZR(dHRgW@AO^78zsA1H9&X;h}jgCV20r`8}^Gvq`I< zxYwdB!vPe`H&SN0{+}O@P(;%A${zH$PSuij~ zRDL>L!=s# zJD`F)YRMagh*mLk$Cf<71aA}*nlzaZ*fH)(NU-KgImD|tzkN$Npn^NpxgMC zc7xHQ6MrzL{p}GYe%k;4=j~1V8#}IZUni1!QqP0tA)XQ^=NPgj+i{#T1SG+3L?A!| zU=P0co_#?Q?1mczU;tD%b$|H=ewlpVyJ~o9*Q%-wuDt=uFRUhj`ai2y&9fxqTPH9h zVk(3`jD(Me(POfb`emi8WkU2(Bsv=odAC{8y;>=$i4gqc&G7J$9>~@c!_&!fKBZ&2 z^IEk2Ah_JZBUu+0lA->E7lw}Q`RdsucuY~0=bhpO7HB%G_{nN3vgP2ARRE$4U&a!x z0Basle{Vi~S=&E<@@?ZqZ96(MB7B6Yu?4)Kl2rX*c-6*Wi(*a z-@7OkdTMz*;uGqEGv1CWbCi~VN&n;mr%W18U*?Z5vivUCoZ-k9n#E;c+TS@q%Czt{ z7r})pj(4F!3Jx=V?t-PvSPUn}>MRs5H{d=J;P5}n3PBJrrP0K{1d9XCI(In$C zFzqMKS9-_VqV~l8w_uB%;K05kGDj8TVak^-VDMX2SRLE4K2@VlM!*rxcQBrK)TRa)5l>6{(l5>c&QR9)q;_~C^oWZ@`BDXGk%MvV2=>E7q~GHk()*3JEP}A znbS6I7DQmyM{kek>XMCpdW)HgiE_>1*~v+;FIO;}wH)o7LS}*LjKs6Sd>(A)SxePp zu2MZbUj~cV>#G_jR6pk4&~_b9&klnIOfYp->|!6fO7|po^7^_K3f&+_Y12-|(*f@z zukU5Ugz6^=FP}_j1KM}O3Y1_z=mIx`x>A{LfuU!BH?3@`Q2sCx=jehS!MOQ?2x}xX zQ@J_e=Jj)xg|5;~IC*{Dz{d}`kM&(iELjD!F2(*eIK=Ux{o%nx6&k9IkHe=I1+y** zG0uY;N{suqpzg0$Vp3Ene-_45Dbw=eDB9X2m{MOAU&e*{qfk9g)9s79Dyw99sz$L@ zP4H#JmT?i=Nc~J_u0(6Qrmq?IBK5e{-HbYKc|Q+R+S-_CeFdAwR;4%xBlbo5iB@hi6M}ieN$#JZ_532@xD-`~<;@%xL#mQVAy6Kol85c$o49 z0tTjRPfw%FEO`0>v{hyReUS+bQ^uGlHe>?OFrg@4*xv=ov7vmC!(m2Vn0XGOL(=NT zCK>{&m)z%Pdea8;OXb2W5rTPNB6Wkj(jUHEwx`Fu@CYVkfm@YX92-Xb9HE>M)GfEJ zTx^~92QQ-sq6CxqfTm4JD!`zBK-iTA1zAY2P6e#oB(GS1hS1hCY9=mS$w?YZ+bA(h zl3@76)hel91+J)Cqzlk6!4>J`@50<#wMZAjVTP;fi+&k+qiR*Z0uNJMTkQST{=L1Ut3>OlFE8ibRJYKSj7AL&9oAu&o71ktvD~W1`GS z6Ex{`S+`1OV8}j|nAOxp9ISUJnR89G@i7&`A30&ttkE(fZKBwIMJHOBu4MW=sT)Ee`vH@s zGklX_)bW(8P!x*hNJxIdB>ifWZy%FPxfIHBY@xLFu!`_zr9CX9^NgjEf{w8c=gY0( z$ut+_ zR4!r}MR3PX2xh*ySPcfcd4+-?YEnYk%ght(imGCs(}HnsELmV&ya-xih6+rHfilfezS5gPWQKq{id$(W~K>lM^$B@lH0Tx4AWDQs|^dcsS37Nu4S9j zgL!&_Wwm)ray9dvV6*C4_Gv*FsK@!m22!QNY!lXPmC{vd!7SY}tTgLLjdbS0b4DkZ zSd)->PE&5CdaZas_v$b&Ub2}^6J}mewV0s=v+y#jWGe^bE~t{@8!a!hN;YaR?SfiQ z`I&j`GHX382E#6>R@85!D)}<26(?B2z#p{UQwFkn?}DVIlh}NGf0;?E#o)OMYCiQA zwCw`1taq7JimwSXFQ`(?xR+UYnN^CFgK-x$YBZV0EW6A`O=-cbf6ANfM9*0FlGXiV z^XZh^_ww>uH7*K6S644O%nw<;SV)*A%oHTJ@?%sJUUq^zQ5gEm zi*qJ*e^ezJ^=1Bi$(hsFg}H*{r(jVzy6ohKCd?ERBjr+77hPg2t+S{Wgn@$mseT`o z^~=tmP85dfd6>fCfR32C*wx>GdVI+_(h>!L*1UB%DpUjA@Zj59SGSBHac% z=iQ*o&WT15CKh<``Ce<^-mM-LmCNv8s0Z^3JedFdIFSo4!-KIROe`28RDU|c~tR==jTh{7bkjB=dPgqeEBd))BxAdw%3m(cPhBw^%N>E0s`q3*xT=oyE} zk`JuMmu{=C43lfhWZi(z7kZg#sXj3u)M!VKI(D%$JQ~}J1z39{cr$%=u9mKrHMc-f zLJB7SYL$uGujn$?BkG%ZZ#Od|1@jeRBa>n#c#ZPK(r2Bxh{Tpp&O7eSeUn@rrK7|dK*Oza%S4^d1KQZVuBRmG%1JEBy7 zu}62?(;bV*ApR&p(B_EqVSyY>{q+T=(&ly5aV&DEVBWior3p0{s;2{r$}~mNCP&Jh zf;St>7#S$Rz;7<_q}nvMpcB`Hz7%xT%9xqdgRvKQlcrV9i;{e^-VBvs;O|y?lh&Q* zbRB1d9wlC$@9VzrHZ`fiIW0k#L+;RGNtpZ_xyjw(Nh+fXCR!>Q>e@h7!wa_mh^+%3#{9QczM~&ECv^MWHeJyfE=&tvZ7X9G(}8g-8^-pOb_UUopn=+S zno877HjGIzn5nzGMF~nF^`X?FQY~0-5c@Hu1taw`NRg4cB(ppx*uyV2%g|wn9!sw@ zM7>$Yj1g=+D`$*WfI+`sRRoeJ{ZhG2FbyiVF?GBUqA+`9HPXA}Y6N^3v$8isKc*}& zIL%v)@a~*V_GZ#*Fmz>GLG{Uec~Kv6lWj$zAk1Cax6z>!JvYBcyUD&yksgd)Sr6*K zK@ZM1bd&X9N()B*c2#ND0h9eV-&DcOnYgGID~b$0pxa*PamQm*w2Io8O&VOR2!r)( zT2Tdmuo&*rp@q@Q$xeUAR`UP#=tqC^BlW*O|NI|+^rOEDuGba2m&?JzmD3c@Psc@m z+~iz9AOq8MGrbtRt@Y~98*h(>Gc{CIhlSlAtYs85(<;9!pqqYLO@|@+;9=^gdvx%9 z@RB#s!h?qwngKS9&{;``G8e_xbWe1GiJBTcx@2a)_%x!RIdNXGVCJ1y7plQPos(7= zNb4$8LC4pS2qqe;Sm?{a#EX1LVQjU`a@HmJ&{KnfdI+-Ght|O09G{?VtLVgB4@T;? zZMBj6bou+}EuHt9h20zBLV=H$3l#pR6ct}tLu7hgr&XU zvCt}xP07M!-7i~VGCk6L!HpZQWork%hQ!HfVVJG^y*@JV^kTR~`EN~+qWv)nyfPT^@z@n+WrK~6oP(ll}xcOMn0Y+xpCD%n>n!qBKnGJ~1!a4{XLtKI2DnfizMl-aqdDru!4 z%+#C2{lsp}=hHcoTR-E$j1vqNMCqK6fk{#RW4}G2wXU)LgxR&J{8yv}7W23oD*W~AMOf;l0rGs=oE*_vnIYYpTD-?iu!trr%0*(ZFOkl1kZ5z; z#?rY!3)YFe7oV}eMDOu)_HH2Jr!KAB_NHg^qoJyFw&)=YbCUwAb4pA^t3zyy?UaTL;J|_nIE+{cHh4Mp|7%m4JFDNk-D9pY7c=%FEOhOaZUQl8v z+JI*$d*XTX?^8!Hn8r|^5UF%ZeulHS_-zg z4Gnp%oCnae(99~~y?+LYsS$vigFQH}$K0B%%jYm|G)V4;G!Th{-JfztIKHn?byyc;=s^ERZ z>8ni`stJorGr`hfg1T4Kvy+Y{4*R3iVagAJ^9>x9@I%PI$c%(9Hfl!T4YkJUdBeOR zOqulUd2OMmL2Bxd>E3YpYI@9PvSrnf$4)rs0y+3fRh1qn5$aSM_+&WduNcerig{?6 zjh-4zR5KzTr_jV6?KO&@vJ#w2;`}mp=8`a0?P*fRF3hvk+mD;7O55KK-YGY`4YT=> z-m+crTMlF!u{;gm;BvAs`k!S+&xbE5!w%=!$=M`+{YZ9>yPDmxa#hpm?m;?0bi`}K zAH;O04AXZ@dVMsZ8;uq-bCT7i0k1j!Khfs0H4~x85JYUNWW-MC81{(z6yt(Oz4;*` zl`;Yms`CiZ9<-uzO??Bp!EH`kSh8cg2Uwp3W4+ApHV~gGHXu6c@ROGXWT;8Fa(()P z#X?KN_?z_i5-<>V(Y(i^ZGioU8u(n!fe95RVECoy}U3K`grKRuW)B zG^z^Yi%Hk53i-vOQAW~V(<{m>n(JmH2Sq$T@KUx(^+Ij5$imz!cv1|Mup;!4ko+xWEW?FBePyO&X!$FybeveeGdsC)(c=)8C)QqQeW#lE68lMkSKKOn- zI;1n_r}ReMVo^J?|6qx-C1?l~#T1k@4|?}Qy`Urfzt+(r7IYqPos;p|;uVY3|E?}% zU{HFfmFPZ&+=oG&{;jlBNQ2fVp_W>5GfBrHCuu=>ig}726S|K=-PoV?bt1_;diK|= zv-3ab8tp&+^A~@;))j%TdcV2N zz|}0aAXsct^l7~tIiy;Of&~7%ZMrs&nf=>hM^kk$r$zj)f>NUq0N$qC*P3eLPMxR; z?y?rtrxBXLAo5`UJnQf8w(5_2*;c*R=)c%+ut=<^PEDe!OGT%Le>Np4MT695!IxR% z`F7Sj*oq7Aiur?!H8~dIAN%4j`i)*%c|}!zfih=8_P!^()7Y&aw0LE*A{|%j0S2Lu ze4*xcKOMalR`X9h2UQm3NQn9_)xUVmD~rl51q?!d(Rk9R z?{BVXI2xq<)N4_Lv*Fa^$fRhe{dm)&3<=S@UOw$M>N_u3WpiQES5(;;6h!=#)891P zkC{&8O3l$A<<~3ygZ)+`?ZwLVO2CAypJ7zKOsiHdc^nDRPrbA|Xg9YzI|aHc=GRwO zGZ7Wi@Al_s>o%?$0pRs4J02dMz05L}F;;XP3!3bl1N7Z&`AW?J)@U!|>*y%^is}gp z2(L$Y_`|^<^8nxUn|qDUK|kB8KWA|f3?zYIN8H=p$2UFi8f_4HBO@cF3t|^jZ(Fp#?$setHm;b;Jkn({?a4m&RVSmtG--e z)qXSRQ3~!csbG?pfjvK7VNb8WL#2f|NwCAXf<;ycHr-Pjo9TAxdF^;`o(&EU`TVqC zMDGAPdE8$PmsW}`k!DHnCi`1f+t*gf3cJ=6VuzXeH zHO_A?F5V`XiHs#60@uxVwBX0G-->ZF>dy$O7{K0e*grGwKUXl8xPNwFYwu*hmjSET zs~Ca3^wIkEY6!sBj3Z_v<_5_yTql&5W`qFLI$=3DW7H~6Pz+#isCM*dQQPY5G4AgL ziDp6?b8`yFw{mi}#fM@mCQ@8ZOTrZ>#cyqjPayE`diEdmcYpmm<{!b7wGAKmCo?Rl zJP1`nUrDOTw6C;~@3B}b@Y}jt#oqho>&UQl`{NBrLT?q@VJcQSfuF0`&uuRUwF`;G2?r$rN=op!d<*zZ4K!h#E|8Pn!` zfeL(l{b)KnpO0wY9}_M=9LhOBU!^;Njz__}Y@%9@EhvBj?4zUk`D|HJ)6kurY^&9I zw%hD+w+RM724eh` zxPl?rLJ3Gh4MYeAaog!U|dNhJKY}fWPVRRFAMMAQ%wEa0LPSeTzPs54qWbsqc`i86o)3gF`;HssPrE2s|J1 zx~2+PF#v{_$Le;Xb-ipLK*P&XnW|tjD@fN>8cb)W1D>4)D_AV?3<1{aLNYZa)<5)F zwvbo^uwRno@@zR8FVyWdW-hbVc;48~Xh^Z!(EjL{o@b}iS+(uX-hRE??9oK9-j&I6o8S-=IHo=-ft!bDV34^7ncaG`mF?DpZRL`IYDy=kLFh{eH6OP--G3?(Q;gOQws86)mtxuDxkF1BBd;|-UbM{n=rHYZIjRVNah$*si{H0|9p5l7>)IO zGi~!f9ZcwC96eDrc$29!Ihp-{<)XpGB_;{geolT9$-%mN=I1jy^?r0-d(!W753JZ= ziop~Ecoz7`v|4X(<7yfSwMWb}^_5L(Yr2j;d9d4#Y^ty0ryHiHyGG` z%le!?-RtqnL9odscDdyM?|GcBW>j@c*SW>By!%JKR#(+>#ewA>z84%$tBO|~;9a8b z(g2f{)oO{VF@QU-AN2UDUp22Q3ed27`$@C4fy`(yF}xcbOseFR?I#KYIGjQg38i;$`_EA<={1Ynm29XkHOQ@L6i7!L5LE_T%RGv=B~CE8#@czhQ@CAh(a@c3+UCAh%= zj=E@fBOP*00UEjfNk^Tt3HB>g%Jq%}3FLb9#Q{|h^=-btv{J73VGx3wnmgSMRN0yW zG%{wh)eFjOrQ|gj!0*|br`g``b{??rHZo(7B?`)_Ld3xu^X! z*w9(cJsJbMufsj!YckwOTaQ5f!DutTCIeMjv!|LGR@qdl$}9&~JD2o!n%v#hT%s{C zyj|y6y&_y;LU`-zCqYlP65L<_$DpnCb-VYX&HLe%25kUA0Df0FDgVYHrcI2BTNXkd~9c)2M4Bc*OzUC2Vs`tvE7%wS=`G2zc%Z_jFcukK!co zz3mND2jqRl0p4ZH_D04kEsX&jH9Ktr2e81uV}l%#PG%@<_6mxg#kQwOw_7Zbd2TzpF5@%%(zr^jKTn(+a9$q z6>Vn?Om6#LV*{P=c1K}gy9W>E*(*9mP1nb8s(?0;9Tg^q?|;i%tBRH@4B)O3?$A(~ zTEyV^Xthc>XF(?Ses7<5Wh=%(VE{*Ojn>}yz_3zpO;dpO><-5GRqaj;@=5UpuimS| z2?NXXvfAI;#N;k5rYa8bt^?BPN2C2}9S{qGfM{w?Z){?E zS5tt-IBVbA!{8@ErE!)IgOH0uc$-(HWM-FjA^+=!k-5K8{x=xd{m9P2>QB>~Mg&K? z;%VxD2RUR}{dIIT#CZ zRq=`gJW4aE(#JuKRH-yO5+qQg(r~?B5B48bs!;)g0E$|-6AVTx6*Wx(8t&;mIf&;o zD!IpzAb|p>nz;T33tYg19Lhp3x@NFaSuhyDkrKUbu<}r54$TK?oIf|9O8a*#1%8kD~?=a&lFI}`1@Rle~b_i@6}rg*FU-Vv>iZ6 z>6{ATAmtaAnDQ|jMg%Eues~EfAAlhrr2L}hr;tB`wO-0|F2sYBU)1t6@}<{Hd7ld5 z4_!{7y03OfH$l9PUo{XMOLmy$>G-GakAMl$kJt~6M=$A`fml^=7|(GcRUZo3&s1rs z(V5oKazqzFs-EC%N-z9=9o=*xc>9sFOgUSHhY=s~fZCdKI;hASNWsMdoRcuXLqq&Q z9EjiMD#>6hmI+<;QGT&&;B@8cubt;vUvm>q5AcZh2dc)b9gRoi6Mbg5mqjP_1ZP}* zij8;@3)x400CiM3Ruwrs7fGrbYEqOQ6r9l@Be*eiUD2Eh(VL^wm#>cJHFaSK&&h&L zu??%^#yFtgqNjIj+u7DZleUNPk-wl%tO8rMPXYXnfj6G_8|@z5Nx|}@$a;p)IS{y~ z1Zd?wqg6;6_;k9ZmmFCPI0+&;7W*$~bhWon+Y3u?O63wB2Ld_`NMN_y`BQLnVA(Xt zDIvVqIp_wLaa4d?3gDko+~|R7)v>3HtKS@^MmX`}ub@|*qmZKt$&mjn50lGxtsyM4 z2`c@ZRjBXKFyNEXWI>N4sf&EFy4oq8J#Mrc-8$t&CNHP}K{DdSSV%ua0FvJB&{c|5 zeEAHj;QkRXLeU(Ul1s;N4Y?c$xzAx4#f~nL>8dG>f@n&zmUU+s%>)?+-17`*(W@RYhebi+DqS%%q|Os# z3)-V#S{D>x@9FFIhBY;|r`eTeFv};HacAhH?18z+3p_S#3|_iCE{Q>puU3BXi)Ow6YEru z4_CQmt!ZsX&wdEjqZ3iFAjASS2z{((@$131m1;GJ2ZIjEp8BfF)}eGv3e*&B1Aj`7s%H8RR`3N=|2f6vg)|gN_+kF@;e@82 zN0XNey2*0JR0Y$bIVMo$RLI`Ve?OXxmcc5nV7Qlu5A-Y!LJ#vFzMf3q&^vqMV9r-C z*vlD#n1@UVF6b@n(c8$I>j-*C2tLTI)A=RR6Fer8BZ3I#M9AGbU5wO>;o|5O-T26| ziJ;-LfsG0Sfqw`5;a|=u@9;6EU|5q<016uK+aE25Z~6FGu%#-&*BG#GpDw;TnlEdu zZ?kB-nV_k#p{;`$2@2#PeBRy)k2H!rq=N?%1_h0~zD73`k+es~#z;i7pyK%|(x~h! zrr`PNpdCh|vabvZvA9dm+^AXPEL)7H%SD#4La}0=jBdRj&Q%`&O5GoPN~^A8Gs6=B zbE!pbyR}1un>I}t9|Ti!f*#e>zJ5Xf{pVkSy5Y$&EG$aIH7mohNjg7b{GqyG zbamAMN0;^nAYePI^{Fqv`(D9n%>Y^DZE`=ItlL%Z*)fll%iBH$bZ58PInCG=?A8pB zuNk|8*FOaV4xTx@hd*tO>yV|~)Y3W5AYiHWL8lj8h*8=HmI1O&JAE>YrlgpEOQ)Tq z1oU2KxBsjj-0EMN?kE9Wod#CV2CQehqkw+TUouqf;{+(b*>Dg=nU|!YCps@V<;z24SdS%7fNY8lidakUE8UPz_XdC-c z$5t@#Wo8-zryi_LH3U%alH%hoJ^xAXD#s^3%Jr2v2MVfe>u=~-W_Sx~xzguTKv#K} z_9aknCaChuRn!B`s7TmE=u8-_Nz&5#9^_-v3d-l9xDw~UQ3h1yrQQeof+(N)M zd3nFy=l2Si&C419rb)p><54yREh6C3Gi|N)@^aT8z%@ST?mXjt@3KD705DC>(_Opf zF$7T6c)gR+HOdEc&sekkb-@%|&s>EV@J-6~o~&I9Sp>MM&q8)Tq5Jx?R`Y2v0aLEe z!Z}bdX&AY?Y#M3+n5I;#4t}Q_HveTybxr}@Slp-W!>m0mYq17^X=>#@jcdXiN6XgA zV1R7$Gd*3{=68CPZAlFQRFmJHb=NM@76I-Dl;8F{z2=(w;MsO6RiGw z#U(|9+9R%}UOc4v0+yBwY_&F*KO7Bes#NZGo1JX`ahLB!C|4?T2FR*CFrRii^e7nLNKk6 zjMA&Dl^Ou1>cMpTv_!SjXzbHio;#pi4~BD~pn4nno5!urR#2yx>uvZH&{b~JpSS9N z;+^Mmc_L?ktVSp1Q*}syHAUq{CmsZB=k+#i5^gnuZI2ba?l@3zUT@P4;lb7Z6})aK zpsPAbM~jL%^GvzA!y&-csrhU-i)S`Urlwg5oybzWDM;7*g?;O2$2WM20upsP_jiAL36xluX@pelbnOK;67 zSN1&!*vjH(iH$SmECzv5X^#ZmPReSNl2l6ws8PqVG?n!%RjGT{>vy8_z-L%>?q zM|gHXFOAi=gPD(VEqTrWS+$DK)@v1YaPZV9_IbVE?`C?OKH6;G3)NUjd8nllU4XJT> zPPgG?C|mwc$rYQWad#YnkO&1pXx{fVsUplyj#-%%>@ZJ>SrSxO%!Vf?v=e;v-7p&+ z^E$m^%s3F5s&nijAH=F$=h&x!{wbqR$K&anY;k@{H9>G$rQje-%7G^V61u8UT%0co zib}ce2j@WH7F84rx;M7h@6$0WmKg*k(FWGJkAuMfP!%F|IA;HBKHOJT#9(stYRa2n z!JToySgAA z4q;-M07C7q`>9fUzQ-4H1aqV=d@QAC(7836E=F%L;9xma&>EV+MuBmFfA=qEYv0VS z5e_(~yL*_K)Ky!~7JvBatK;brbyCllucnjQbpG2dgby$$DslR&LO}?@s zSnKp@I=oNR*Q_)9$`MU?5U-QgPKVyx;K?r-VS7ee0GRL6S3J(;Jm@_(sz{I3u9)q5 zu*XI)7wK8(L3}HDq{~^E=Wyji+CvvUeNxVc7T{aQuYo9Mo%cQ_S*M>%rYAZ1T$o^H z&~stV@NMLqP|DeuziD`bbZ7&^7M*8eIa@Hw_bdd#x9>UQm9x)#@_as=%~h9p(4~Jc zq+tAoz_y0)Nig+3?vAW=TXaobpKfwwDuV4$j$mcXRhS+RS`XbXtrp$1$lWgJtT;we zO%tK_!2K3_`v)v?f@aMj(sBfZS`@qJnc}r$#~v(x@%+l}s$7j#V=BpE-0L<~Q4 zKemeW8g8_OSJ01ln4~74Q2ogL9ICy?v@!XB=Nv)j&vDYSph7oF&vrAI(qB70H4%Cr zIQwio=?p=*y;jh(c9di+Efbni9%@r}lP~$Moreq(im_MsgL?|s_o^a7FN$I8)U{)1 zkWh?joo=vUa_w420ihPh1f@Ia)+PTIuS7=7Zb2gx0B z&dpZK$;xifphP)&Ijl9>`YnJ1y1<3*Ko9n*i|PV`*qSGWgW4^vwogyGHlGLg=8AGM zQ*jv3DUZ<)bR@RI*)_q;tPY(=BIhLdk&`O&H3$4#3wq6JxUAK8>0}Wv=Yn-m8`wmE zff9VWGK&?E%6tU^|8{Oa&CKxzOi}`k(Ln?>2?}?(!tYod1oy_JeWWCQmx={VF!B;! zITo6PSlrEHu}_`vz*CYMH|Z(Mf{K@$x;uRGt#WEB5cpndAGDi%TC%dAGzkh`YClzv zmv1Ju4GJ3fY+7vX)OU8e8ND~nR0IcK6M4#mLFWP2(Uap$Nm9$k$!?Vl4q8YVDx2BX zHlK8_mNFng0XbNG-t2Yyd^}ez2j?uPd}Mv5zUkJVWxI5vf45Gzt~198`s0ZtikVPF zNihZB?Ji8PT1qh-w2=GMmozCyZ}KpuYPrvYLFbY6fci>x!!sJ9@9{*F^jG8j z7XYF6bF0^+J4{;H)4fa;-$uVjFFDZ-3TkC3+YU}l_AXwNOeEt40SHZV7d#{?jcWCA0EFIsKb7cFqDGJ%B;(1r@;73J1|{@8dYx7@h^f~1 z04b#qR)f_Q{CW_zd9Slqe@+L-c!N=`cayUa4_899W22p~6-#IigAU3Jy*-?bX5VdM z%;Zqe_+asuF^#>ysqNRhJ@uwws~z>zBvY7{VupZeBqTrNk~@v~}KAo4H} ziK8Z|3s)%dIQ_$7F{Zcd8g!Qzy#cq~ZPGi6bf}sRTkiCp)W2;|&!gEo2sV&(1-(9B5NdnJ!fhUOw%tZA}1&DYuj<+sZZ6l=F=cf&&aHu=7Ap0sNkW ztCuD_6g8HAC3SZs;7GAZm#&$k2aNgRO(hXWg2=}@CX{2^4O+6H+f-=fHj8T?!5SQQ zS&|6Ro9eeu>OE>!_j!vX*g42_93( z)kd%^AgRLqETAG%#DxLxI|Bl*2{sExUTYI00{7Z{Z)g>;VgRfQp^93s*ZS^j=Ag2L zFsCHp-)sc_O>B9;)%)((Yr_o%mft}_>W?#ymrTEhIR~5q0q*(g0$)4#1To;=uP%`L z|ABH*hqjVX&dI2_(HNB16p|*}cT>oMt3FBysa*Ke1#@PS zZssaci-hbABO6`yCOBEFLb~R#!*6@j)gpbi-Q1@uV`w$8t7=EJqSc^X6~TVMven`$ zF5>ltjh9{d+iUL7y*OJPdQ7FWN3$-h>Cnei;;61k2`ettm=TUNJ^$DVmZ!(pf2c?3S>`QhnFqrKBquny_zH!$ZL|jxy$;^ zXo*TPXBzv;f)a6vn~Q2r;thuGZ<@%Vs`tlfWxIl$gjhr(yxCYsByTt(5uV`dh~!EB z&?b40IwHWBvTSWvU3=m_5qht9mYsZG8dW_b2!M|S91H^PQODF6NwTj znbh;80u*F)>&w66=~TA$4OtM1!s|!;yI%)ACEJi9>!BSBdZ?-J6%hsR)UAPF+tlY+nAuwgP`u!QrEA!`+{zdqE%5dK7LYf z^4>|=UTpyqvU&m|`c11*=UX$&PGF>o5YM}hu88l^JBqZP-wob)66}vwFgIo>rb7JF#d5H$spCAE zx`3>?b`m`HPe?y7IxKn`Hd5QrzQ0|C5ydPUC5KmP)ca zWTm!cLih8eF3mG;_d8v_cStg9S}pCcE7fVd*nP1dKHa&tdX9y9(&tZTBI2qOft_AD}V%zd(dd^?H%-^2Tmou&`2alLB++SO>YBN z+D9IVI8vn1YuESbbt+!yD|yS2pmEE1i^g5iQC!K1jUW=hMD*>=&dz9hKOc60^6Tbl3Jtb5~Jfc6c11n%#;5wkhPtX1St7Y&GIwhF4;1O3V(Qk*mg5l$agfgHVmFC^7q>w}D!PW(V_<@6xjS?D+2BzwgTVq!)IsDzP;svbz^H$ko`X7P;Ab+UKVstFaX& zvisRa%8sVQ?2VM2XMWjnHQ_UwspFl_N;RRu#FlTQWIjul%;y{NxTZvQKi`PQH6>vpP14A!G=cvIS01i*CQ1A+?((Br!yq$=X{*PS$>9b5@Fl<$!NyFi6_XJNS_(KfB;-q#heI5s?oIvjz=#?!KLSt9U*blEC_tcb(;Tb_%~mR5i3-g9xXSf zlCwgU8CkR(9FBQTs1}!;1r@3_b&O|clcVL?U^xn&){*R^jFZKuL5b=$t@P#x9AaHs)E!48|{y6cJz|pcB>v-e)wFlyp&T- zS5wkC{8f>d)#g=(dE;UiR;uEmi|PUCUF&8Y?Wa zyFJWFrYxF&+=xX94OsMf?4x$$nOZrev!%Szk({i`vrU+dtaE%gZ1`!~2HIt%9zM?= zcRL6CK8Ax$B$Kj)OTeB_6ZUknXS9kOJoPJCJG|H<4xQ3BkDk+(8EY!buIuSXXz1Vf z;!iXC?StUZzoeZmjy8x;`@&OGuO+Oi$s~Ihij`CJlojd)+sm^eMTZrC=lSB|dR=nx zve+AGJ}kN8S+d{U=QV+3i&(L+#zE&No(@fkwe$@vE84RDT1CG|0oHu!Swq*rbo;w% z?=>wSK1-B-!5eHIF02oe_zUdl@2Hcwt>7T{#_Y)Pu;ZQ=fnI;7bHFE6C5M=b^MM6I z%dd6mE88HN2yd{~i_k^-&G!C5UmtxA+QIc|U8T>^(Ep74IwNNn7|>p;3@8IQ8y5KW ze(#wYx$|PbUcC<@)Tnnh8JyMX2Rn4NjNYb6yXxreWI8Tf-`U^Z%O3yp*Zd%(D5EQ; zEo%aN8DscH?u{FhZ|$Z&{)MK0lksy6lI?7oD)o&LfOljD{g#!|OEBoS&LCu7f$%HtMQ_O?lZ6ml?9uMd9 zAe|)Ze_Y35fWPJNqe(!QEV)K>O#wW&eR{SG=#^|Y7~qZVZ>KXgU(1&yO55%zfZtS( z861vI#)FrfE!lVG`^7G9ckn0UZk zQnR!8q=1mrSyep_KAlrJW_~N1RdWi1A5CZH^U=#!%eCM+g~5-<<5z>paj^PQ*7BSJ zxUNl)r;}y&W=`uNnTnfw&7Q@fY;Bt2K~U$dq8wZ{Z}}Vu=qgWraTc#um96qT4Di=g z){Uzq!IOw8plh%V0Z?u8$#^b`6u=M=zoBI}R88;s9*MN~GC zJq+;gt73RMc)J*V&)Jd-&-@Y$2Ef{G`tWQriYm~uc6%7$wa-t7%R#1|>1L@~*5^3| zaN`u+4)dN?X{T5Qz`7q48C

qya!`KdVnN)$ix#mi4oT0bVzV`g1D2(>V}M0CHuBB z3LgOZEK7M{K98a!Zbn+nqh%v*5wKIY{q)&r!l-52enS8hw$jLoQ7hQ05Wwnw*76li zG91SZP1$~y&w+q$Yg{uk9-Rj7y_aok0u*F))s$-R%T`Tb0DM>FV*6q2A;~r{zlbmp zBy<|Q8O$fC0dmexCzpd~4J%5iao84{|WGF5s9A=^LC7OLx?@y1qg$3Q`Z11OY#%$1vTGbk;WZx=aS zu<%)=pF+b5%FSM$*niAVPziRw7lD{PKGJctFevfb!F)+&)NJ(F zQ0)*>S869~#OgJZ)pk^9f0^(wJuphoW^{I{`sAB2j3KBu)|K7JO=rW8b!1T7DG zJccxnmYohy&w|lJ^%#0UDDrxf#@pk}`;|XMUA^uKsnF)JrJ2XK+2Yl3Jl;@xdO#>X zWa){)l^;t{A352D0}Wb_%(R0#`ldD;(^g2;3t(}R6i+<|q9CSHc7OUzNIqDOPSqu? z>fN@jPNyGT1S4r~6~bsGU{Jd6DXH!5ba_0BnP69jCWJy@LFb{TL(i4a_0jEM1C1oX zQc=oj(E2E)r5-(HF_R2xR_bXYG(Yz=aY$sFw&SYzL4)gRBo%5(IDv)w9j?wVo)yd? z>EK}!lHRWCUi&!`o8p-}tL8`tLtH-d;?k%5Sl`JC94V>DQjUzN(7xwsAJDr>!IL_I zxx}O=Eea|(^^XSQ<@eJGpI;Izp#%b;fPG7Ue>^xJM_T{{s}cd+VK`m=Dl)x1-C;m~ zU&}AQS2KMqZwXc)0?RD~rY&7)d_WL5;gS3ea~wG`%erJYOa$Xi2_7LFAeh z;nS*u6%7;4H$K1C=N6!`*@C(B1ex1x9kbo+ZXfLJwi>*nQN=MH3XXYX%*elq<09z| zhe;6fAZPOtJs1(Z6H_H08A^oS+pDuOT@9@$K-+|-`!n{!R}`uwG&sQDG-~_B=7UHk&YzOO z(+aI*p)*G%)C51vN>vJ-heE7uq07ICBUPo)g*?dJHco7`TFw1lllST+UBb|L4ipNc z=H@C100eh;vUnR?WDA;e^^O!my^nNNU6jj^<4)FI)0^5&cFG>1KVHz_Sglt`_u65r)U28D` zytUP>2XD<)smLt`a9ajijop6lNpqK1=T*u;PJ+ZklM3#OI2|Ml7-2dDIEdYVSa9Wt zq>CR*5CmZ7s2)85AND7!ISM35z;?QnofU;jwkt>o?){P9E>a1sAOPDoV2@7KMLwxg zMLQ4#Yz0T3AMh5YN(E;qKwED|@7h*ziiQAeD>b^#BYM}MN~H!4@OIGA<_|Jg8FUZ= zP@9l6Z?>6)bRY=W;zMs=(9;aP#`^V4PJ)E3gcHwL4F+&KRnVnr`$XrUN*B;WLBx()@^9jF zs4{8^d62U?sk@0bRzpJYCfeAp-^N;tdyPH5X{t)z*AQ52+tzrPU8Qa118kdf^oMbJ zR>?UY3iiV>;c&W=V-y5nTPdh9#swpO9KV-6dL)z_d9EnPn zKnp}YA|$^wlG}9JX<@$J87_|Iqgl$!f}2GQ&hv6H87ADeCeX>zD6*0)6h?L%AP78w zz?=>_j3%*)WGN|D@oA8{W2AQHv>FygMpDa#GC2tn_pL-xrj+y#BNZP8A?vo{LRZCY zoCc{+Oq?DMm%ZU~MFx~?Aq(S{ghKeP5pE4m503{?f=SxcP|ia^#KvxKczQUTZ#Z^I zXe6vEl8p-|pb)lh_39gcmroV9dMJq4+R}XUY(7wTKSxPerM8TTko?qS7b~{Hqmo?? zVa`cYA$^0S)kdWHgrB96bU#c;RLY=$d@CpSmi)|utoqIOM>!J}2z*s1s-J8R#^dM? zXjxte6&xzkQ0>^$0gpvR4WL4e_Ov@(p3V6_#A+H26>4q1U4q= zuTpQamx-l@BqYIw>_=RduEnH!&lFNZmyvG&W+dTUTTGt{ig@Vd0qq4i5{pQzSf6dwo!7Nm$01W6KzoCo&==Ltx zncAOE-=6oWE6J1utr9@GG~o~Qt8yxY@8Ku;SALgXkS_pWf;kOB_whUT)q+J$u&fP2 zT4~{u>Jfg}9i9y5!^u%RWETt{0AXsJh`4=3XXWR^m$fI~HeO`<1&>BA>(WsH7DGWJ zXE{c)hzZqCnCd~dORHAu>4)7W@AXMCjnRsAITgx0zVHCvsuxgguJSpL0c%AyWF$Y@~Q`ej-PkvDYx#6 z>}kCfJn2?F@AyP0-tl~>jvKHXBk0c*q?$%S1GTA&Fl{kO#Hm_s%6U-pefX^N?03J( zzWJJd$s$(Whd!}b@pr%3w4xzG@vfI@@vESMQA0tp@uxwN>*-nMY^&L>cexX*<$4bm z#zuX$^Q_b5nXp=Hau!rRwQ+XeP@Epq4FfyPI=|9Da857bz9bgfUqsriX1`C52PNbM zD`YF>IT;q93@S4l&-dwdn5_3FRwk;ILC%BPPrdl=(yLGz4dFTmwAm@!Y4o+r(%pWRI1?6Lf0PMNt*%MR>g4LS>T>^oxyu6s6O^$1OTNz#IK{rj&WM#AW zEvtWIV@Jcm=rK)&uB!3bFX$9#t4_DAHG|`5vfk+mX&(%ARpT;s^+FYkv8)%eLRJ%@ z7kQbwd%Y;CYkS#Ip?lkpXNRY$tnDs{A+eyLdiv&9J!-h>t!AAMFJx_3N+;(PX!TyS z`GX&8YH6O;I{U?6)#x;jnR?wS+W0QmnB*Y5V5rDBB;u!fb-7}z6YOl3wNyo})Ho=q zRxwxFYwUG`9;9sCU8H4!P*eT>T#er0ZtT{nDP|>3HcwO}m@}ctW7zKW`hhpsi=hP; zsXePVdGyv*(?F>4GPi%weayQW>y-n;gVu*{Psg?6>1nO8x8J8BHWqlwCLS=l7~qeP z8HqlB(%)-sSTtnDqI<12UAwr^m_84f5Pbw!&<_eE1#J-^%(o>fOfYZ+(`N2V&`07PoWG<`$}S(YPM*!+HdyxB*6c<1p9m~ z82N7!Bl~oh=oZb}(Fm71m~EOzHx^Uho?neKy#%XQiX$2lUvH_KZ=TR)v!T_O;A^G@ zBYz|CwV4kp^6$~+{TmCy+--rm+jX^IMg8T+jck_=HPfPW)=^6xblyZ=jmjFD`R1*^ zP#=-`oggwh2m7t&wwi0NBhxYahnu%QB?*&%FEH7bL%P+nMF$Dg!?s!QRP@Wu8=V$~ z+5ajrJE%wWBg0{K`ST@MUZh*bc;s_Cv(U>_OS9AGW6(=5zEBs&|2Ki>cbn~I?@7=Y z{%P}`b~-TbR|4ajbYsQdeyc$xFv!K(<}Ku6F!Q%UGij-QyHC}0;vU`O%ds_3guybu z(sEaG#~i_BRobQa)fa=A|03|~zaO-}&FZ^)!(E4ZMJ+vR$LxKzdEXYO!tiedhVM0d z`z_ixx1+0qeSU87aPuZddNB6a0%K{NHKPN1?VUQ^9>s^A|L^8a4b)($B-iSo2fck- z%L(eMOUSic3})6u{zOjYb7%k0WjHgJf{FiKW@2KN=>NJD1B2NkN%5h+Vtucu%X|)pQA?2&M%iC9V8E-6z)E4mQ_bLM!idVB9|oawD~z2Q)aK zXDSLtktdtam`P0-Eh$31WJPodMJN}7dA}6+)P@SXP5<}iJ?SaIz<-n&_@dnpE_r@_ z3C0-}7$zyt{W`4$H+!^twaqWzyM*%0v|ywp_w{Mwg_iiY`7ZWL$bGpG%#(B}4%%BC zdI2HZr*`AiwI7`&~SH__)cI+mQB3kCKF`Bj^-_ z%%o?MLUOa{Vi=ZnFU>3^1he#Fpr3Gvgt`HLF{7umGxO$cVBBCsiMT=zCjKOJeiVlL zO|VWG5?3at^F;2oUxWadv{=sRbU!_!snFJUbp9jR$lO5*d}*N{o3;uz)A>+Dbu~sq6K$nbXs3Ld^@aO)wrS zX&Y2vP?XbLG{(cXqa&)#Qa;;MPAe3Hc|Q%K=R(jInaQBcV}kxch)kA&ln#u#_x;E` zT>7Wxezryb#}BUl+r?EE09qP<oY%s21O$Pg&!Qm0JUvQr;1z}8u0Po$w=!63WmrbfLoTwl` zUK`9`>it^GPC=p~97h8N{Ck7>d~nX#g0uZPPykjKP~RCWmW(O!D;~qM8C)U2yEagF zCcYYQsKg029JduP;IC@@Xv$0$WHB2oh7$^GWBPQ?`wmjmDO^lfFyOBYmedvCe)-pn z8v_%HqYVh)tAn%S(R4a1?GqD>qb&;TD~E%{@OQsqXo1lt6eC*@!0#L$A2O;S-%${b zBm{WZ4o8#0;%GEtP(k7$947+?{1y7ytKnM)m-s=43egJWffvK0(z)Vrq(TK?4FdSu zp}9wt54t1{vEeuzFyP-g{GNB$BbyE z2jk)7IJlxs;0)@y>u?+o81U~Lz2x~$;0y}Fp@abMJ^FIVi-(}9*MUMNVRGuLv&n1b zUkOzO;#7^vsi%YGtI|{zh*LEN)OU_fj~P?q(bMCAcL3z{D%+ z>my#g1XY3w6=4a)z(I8`1W#uXm_Pu(e>5GBsoJ0+JU3g=arc4-5;+n&cl;lR{Wif& zZxFmlujcpXu2CS`8-LCtCMn@IT&QATh|-Ot>FJEB8Jf0bxkxZ7$U_Da4hWI^N7KpC z*_V8Ig=*d-Y#hb$b>}B zM95GEK!{Lg*FXJ^PHiw1QD%2RQ!*L}9jaMoyjL!&S!U+}nIJ%3RYUUVO)igaGf#5nbRJOl3=|Kpl!x4JZen z(WxGuAtYcOih~UZ;G0x%30#Z&ppxR_g-wW9Xec!sgf}S4rF7Volz~F(wvCl4T(bdh zktLosq?y(8R*%k%%JI5nl-$?SrXb~{;?%{RfE$K;t zF{cWqdtJbgZE>*pgZzhs`O&M_CZSF8-vIsO_Osb^NbQ>?A8!RcB4e?Y-Q9sCz!sc*;B_$Vt8L3>M ze?=WnR%2{1S2#Y5_{1e=UR?E$f&t!&tH&Hcm?40N38{>!e`B6U;!XYrGbYo3F^PPicT{Kv7ps+GdYrxn{3 z9YB^3L5BffxbQCi_9vMdRWUCdY|INx0;c@9*pyd8^*jVG6Dzj*I8Z5{WKe-YpF2+E zo3P64Z`?IX0fwybOsclnyl0>SgA(;8O+8VcFX&@zuKsj*n2@Nl7An11j@?|XVb~DA z?dObO8F|G#h6{C3zVsH8{Tkx@CG{xsp@n}#{swA@fR4D{aaPk!J%?v}u5!htSuWV> z$QmZZ?z>PVHj4+NEB3OukQeD$Y)W!8zZ6MeA?alwWi`vP>t`R0gw$QP-VIa;UOk>3sdv;^3QDH3O|Tl9thFex@A%t3!($UG z${+Pw=Y#qAS3z*D6duRiw73s;6CSS`;y9J_*kBKbH3wX#iT9wC}$K(I}w;*Jv^e3oO%hJ54pu2cEJ*lSNIOdra7bkcEa))A8tt z=Nh?`4x5rPP)NOR91yQfu4q$vdg-7EA%ld@ZC%+=BeAHBjwgIJN{~#69e4pSA#{2e zZ1r1LNCP4CAUEJ_d6NA;Ta0*jdPP409$Xo%oC?Y7Gz_CtF0&EeH!fI4b^&=pIUE$; z9Zt^pl8#_!lnN7Y2?FGM)Fe#!=6^|NKn3DZjREzhesDH*Ku=Ia{IE>J|00jT$C z76kBB`g=xO&zOe=8PEm`(HiBm)#$eZTLlZ*8U^;dFUM1!Ed&*;3d5-i0^~a{=e!mX zY*wNm97qW8-hD}DOj+C|CQ=wqR1hGqz8WlEh2=qzS~eI10|oYb)Ipy8h1n};UvwbO z)fiCUeRVqE!Ffh1&Z% zK%xUI=qq|bW2K<``>v{SSb~Ziwd5I4Lp;;zYuX<{zG7sN=`Ltsy8GNE$Ze%cYmC#^ zqv4-}qf3GzI}e>ub6`a5rWb@)hJt>OAGSy=-^57CPjRF76=?dZk`GPLSjZv~rK_}K zG-^Brm4yw)_&|YuWpw)T)iF0;&>opk0a=3perFVP84LCMGwX}uhb_<5>y zU(@t#eiWP`*nnydhU)FyP(7#Yuk5Z^c|cDp51o#tW&j#RTK|!=k|c z+YukK33`DeK3*dLVAn@<5aF1d#cL=@W=246EI#!VXt+?RTdXFrbU?0vPo2WMe_l-a zLXx0SQehZZL!4Xm*GimKr~gCMvx`4`^%boOENZj!@3{;gg~cj(EO1{{ECt4GPMb3d8XV0_0U{7-%}V^hAXX#=t;%?9upe z%5NADB)M7~qhJBspcwmTz`MahHU*2=3gxlqi&y1O<($&O8wCs41_k!J`bfCn>Isri zg$byXVnAM3^ZN1GLP4eA0&=*+LE&9GT){mpF`B|~u7Uu0)AWc=MiW}PW3`Q-U+#zH z68g>~3x(7bIype)j)@4WG!u&B4aft3cQohYB@tMK3cwl!@SW4M@p44BKv0)#5!RW4 zrKun|mkQ9({3HxSRUS1C(S?00wp^le3rT)gE&R??fhCW^-{>WFmV7Jr?N>3v2tfa% zP~R?Y^GbfjM)fKtI1O0wFtlP8_Jaf~h9P5BN@zaRKMO-r#Wo)vCyp=+Zq*A}tE^x; zu;#tVa5?9*O@b*b9f;+9g8}uON%=#J6oeBA0p8WgB%ah3G)XoX=UPPA76$A8cFN18U?4W-X-ELT zuF_XkdP6oCx74D*et$~0Gpnnpj)(kS0l{p77c|hwkj2MXB!mCILWuU|&fE|MfP!8qBXVDYutc(7DUlV!^}!f`ra9-emphS^V0 zOVL!R4j14p4EQUvX*8!QDK$D2M;j2p@6D!*5g!6c5>f>UunGg}mD!ALdoJDeG@&@x zfB?Q~?;c}`D9Is-E6aca`^t>Ydo6i&Ett$n-G*jKAipzP@_j&p*<}jC9YKhk_l8dl zNqBGgRb4YefOlhdp4s#F%&~$EH+e{IZ4QLUmD%~x_>i~ak}Rx41#k@l_`TUVO|>z@ zC0SSn3a|>}sDC*dp7BnBfT{yAs=b|x4HTNFI=&SJrfiJ-qoK{%5T;JvFl%FIwn0iiIQs31Vz zP)Hi|jLPr%&O=6c3xvp(#IqZctf!x@3E=8A8{c~MH@yeM*C7NQXk(HJnGn!G-}X;&O5c5_0|jV>f$3Kk=ck9k0=y(e zbtuj?Ab_tCcsV!>=4b>xRfG%S1_t~);kCJv5_!%i1{DIl>-iZ|zgCj;I&kPUFc?Q+ zp+KHq(6TVgARg!hpX@qm9#1FhwnKjtLgP4GQdc zqa(3`MnZ)NsC2Ft$ea4>#o0{ltt;=51iA(oBtG#aYUa8Xx{qc|YY^$w)Fsio(M_+CRHr3<&h=03 zT~WvpPj5lZV?sq(0>K+sm#_76bSz;dx!(liXo~{-p=GOdR#(6uM<)`VUA#{$#Ym}g z5t#5kf-i#!Ucr=t7c?oTkg?8^-&0mbXUQKtaQcLV&U?%0>mlF6Cm5dUKs*i_1L`&X zgVFcAfsm9qg`sdUTfu;TZ%K!XI9p=03dF%01L}26J*3+tS>BbDW5rPcW4gvc;eD+@ zcmLAXIi?{=RHb2p#wr#Gop+Yyr^YD==Xz7)SLhwFWzgD7DhnNoQw<1)-Z0?f;VIu) zE6FKEa1DdNd+{DANlsChwsX7nHSVBZA!=CNOZ=fjgm*A@DlFg$f3SXxwr?JEhqJmeU1Ca9H4^P)%c@cI9k74ttA&)G(nq z-+%zVX@8>cZ(y+y%zgM_6C&omDwiOTiZ@NjrF7Volz}2vx2U1J)D}oBfO(2*h>}@lFFU{#Q*k;kH`g! zJ7;Gco{z=fJv$qfo)lAI0w6(P-@D%pCww=Gpf{<)FrH z%q@O12&U!*7OOA;mLRbB>YL%Fb#cXwuqipV=;YGPzU0lDh&9vAF%hRLZ;zw(Y(dE} zp;-R2Ab{VYr=(f77R*1Y*Qb5|CN`96}4+3Zj8Qx+P>_ z#XSWuTPqi};al1r$t)1`@n+{bSQKXth2BSzUh00-_Qeqw$$|~_4`X#Yy)oovLy*U0 z;syfEXfrLby(GU&z#vJFH{=%i}ShU_i%(d;O7BY|Ml$O4Co9yU}vEJ=9o~7Z$SWGrN67J#ModVTBE?ePCqh-uUSqPOo+LFA>ZPl z@UD8qXl{>Bd91iXm<-n!iUOir6#T)75WI=6t31MuuuMmTfWL>I(4|1x=s3I@ zf{YCU zlk;$p`UpRy@8-*FGJIn{V3}Re?t>Ewawud!q$?)qIa%8NKzDiRX9($(=&LE8KoIoY z6-Fx-@gR8L|3N}a(DEj=EDACYeHq$SK?{e$47Xr>niO&{NPXl>>0K~KiFgTy@<}-c zgyaMDQ&mFrDgP{9kr6x}&eTE{gx;a7!7|`)E-ubN6{rZnT_222j%t(`ywnOtJvyMt zU=9K5JK^&%6^x|UjdNVE38Dgy2*AA;KaBdj@=jd*|Fpenmt043rdev1iVKiP>;$*k z)UBnvCnch&QuUcnY!)f8#UeReR8o)T#6(6!W=0`4#)1U+8|JJ2@0hv!>+WXm5oyld9TsDx7mOiIy;kpUe7MAwxqsG}sq&r-6HxiS7}y`zLd>eP9~PcNpE*;uL= zPAZWOWgH0H2U+JE&fPsA zm{Xw{Jsd69OX^&z?I*oFOh~Bx93E1h-5f6idmbozIL(N>XJ}}`hBCc{z;I9~#uP^vYp*5DWqj17cpD(qiFS$=WL~=TIoV2bZ&l zX!VPL?-2QADN=*O0%|z;lt0~6GPPm;2Z3G7)R76bn9jLZo>D@qt9v3?!6E)OT;*;P zRo2z>b_`?5@R-`blVLb%ejggz?~4~`nazuR1{jW+xzPa4hZVPA1totG=B9?OODC1G zlwnZ#Wu`zLhD;PjQZ~a2S!aBAbN3CtmZ_R#>k6yO-qKc#r>(wmNZ?L01ZNSqtI-4UFcW>tEvMSWKv)~ zmuu3R1B*C-pF|&?U#dw|%Ya|i0Y`$sZ3vuChjOIGGHO-hI}q?O4$fcFqU-DK82!XOiaiFU`RW2IYz$&(;(A9nC*n-?_2q)JFjC07fq32OR1!BK<~4MH(FyGK+K2%Xjvex1;Phm0N(~n0g9z6-x-$7=i6@A(POQl}R zivb0R6hJ#UeA*m9!~s0oPe)!(Msn?YtNj55iI`Z|)XCBZU$!PzupklxX+4*7A#7RR+$KkGUvn1RLdB?_H%{uqrD4ZrbCh1eR7g|M0g*^Cht=Do68$RQCDuo2SR~C9(=%e)IHr zzC>1`^4pJ&=SyT&RF3D%Z$H`>FGtKT=aE(T^1Hu3o-dIFm6MQPE0JR8F;p^s0D*sB z@Lfw^xYL$p-3pJI(5NiJCV})8ygC__z|Lka? zCUDStCj>7I%Pq#k^>}a|GjKk-Vwe}I#8U-&NY@)El45_|0EO<8U?%Or1a`opc?I~zVdANb@U!rQQ{ zGa`JTSAbBv8((F$D|HB@r344Olw#T*ogd`hm!3LAgU+e&=Lfkkz|g9WpO@|stgfQA zQuk9K7*tY9IDa}kZc502P)jL+A096yfVM~HXeq(zR8s;!Ia*2xFnE*F8$UQ&N(eBh z+=yHDsVEK%{r32^Ow^tQjTHa%`{3$m@d8?@LuqU_y^yEBwU-2-LFZxgdQHdl zQqQ;W$uL(I88YN@BJ>`|cj>8bDHn>Cnz>${N+vY#N6p;={^wP*Vcs|rq=$(ItrL2a zG|v2gL=v>Li~YwC$v~PY;4N3^L z@a$NjCUDSt>zo!mJzFhlk5|`(rdx&y1o-XqAD_}zj5!?VCOW8v<^w=Vz z;+zLUErsH0Oj#ady}9*UqrC#64ra#bFN(4PJ>Ak^L<=V!(F*oN9c z)oc+1@LQwH>DgpM7v9R;W7w+6U;3C&2w>mjhfTY&1Xb?Fx*MU?Q!WmlFtm(HHbAiZ zL6Y$IRMH;p&Y3+A7w5qsu^@Ci3H>0;enWer;s-&1KFQIts4|SZRoQ96+y@ZfHZ~a3 zVO_k?M^?v{(oh7DV!?}h&I|XD4w##+yYGFKo(K{|-Y!H2yUkElB!>RneyPBN;GHB` zT#jeR%@rMo0saksp*X$M(AE=R2LO^2>XrtH7cHfa{}zQr!T`=mm3|FZn~RKQSh!Ho z!2zBNH^$R3YJzRcV&Tib$RG+#i$!JW&;oW4fL|M3$)&~Jhqaji+^u~lJs74Bbj>jv zZZ_)hg||lTF7n|>9cga~hIEU021#~Du)K@jQh?RS>3($BOgCwFP7?*0A=+m8?FcqI z3ed2bruq8Y%n*QYg|MgJj$pH+0R5&%>!e{g62X7y3k?_I%m6k71^pxqZb@pwhQXOz>DdBXA0|)p!z|%rm+FmbAw={@KegHurq>w44M|m)3 zOHTBZ0!`PE2*caZOaVGXroKR>B{K87Q$k?SPapnWZ;L$z76=T+J5U(ik{cZa;1GdazUH0MmI!19u)$texaQmzdmTiBe^A|pCNM() z4gsM{{+58q3;qxgMY-Q%uPF8(@}!R&D5Xn)XanSYPD@in99p{I%t@>cda+FKnYKQ7Wm(W! z2A4`7G8p{0mvp=ZN74ZdI`1c)cs|f@R&&j;p|g@6$h8XhusUqa%gtk`gA4V$$#op%tBockIN?<|7m4=kB=)zOl9$CxJmcfP6AIXCnQYX7p$;oZG zAcNI(eC&z9Yu5=d=%7@heWcHJvRU3%Y6KAY4?;@wKl|7bo>-<~%E%EoXuT7(cp=|` z;@z-hvXY%EQ0U$YuNM=5#u`#pUt${YG_b3iZ4DbkDxO3X?0=**DzRi4XfI<4Nv z?X7}a^#l-lC?R;E@QBV~Sg-X})@>z(ac1O#6NQ3F=gHqVc&mVl)iImK$^q9{7seanFR)i!dg zUVk+L?p1p^{o%O2F|bslUymDa84zl(hg>K8F^mJ~!C;?vqZ5>;U1p|9%9yWddPt~P zCX^E;WUwj~&b(bwElxZ)W$Y-kPgb0MUel$E8{~lGadaIP{!;0^2sui%3Jhh<<7g+uXTaR!UwK(q>GpB>^*7V0-Ic=m)&uAy+CLr22jG~_^Y zcrx{UZ3+(1AdkOmbc6zp6GSU`kXK*-XR6C0K`Vm@HEKu3cMrI0IPNe56{21P;RtQY zxrLq9&D(ezm_p<8X4KEtjRa2)4`^~@8hX68S2!8 zh!*qJ$;IMB%i_0$(7_#%(0dZ}o)6a>D#+>J=~^7y6PM%UswEiGZ?c@z6ya)Fhr%BQ z5gZlM?XRD$UP>?vq>9$w2?0BS7_yJ$Wbk>r)MdokMchlLH{|pgAqb__VFL)5THCn%1 z(b4Aozaml$O%ea853Y;?^lkrq{%kXxNwy`z9WY}D4B!t(o9DC=l}?ItcSO+n-*a^U zjb-qI7+#_VgVZTY(KsC~v!TVdYIxf+b(pK<90=TFff+>=6l4S5utIy>sypd+@ao>KYFP3?4jY57HT62rQ9mE#pMFHx(S@T!2+ZB)bNf8i>3* za@QT7ee&7&Uw-o4zkU6wu-`J=>A&~UtywVsaZvgFZ1%};@%>`99FD(S%0qxG&7o3D z6QTGdDgNVR`w6d6`Re>nI=fib9#=IL6RP)v>SxO}O`w0uV>Ti@EmK3KUQUD3gP=r) zd_m{bmr|CbS4s&SwC)70ufO{I%kMt@MtEc?4N4i1pl}Zg|5ik{dX=Pw}4(PW6eMDJBm~W~2OSr>;{T|q%N#kx98JzEE^SsRbmX3c# ztA>U4`%;?@LFLiUnz&^`Zm+oFLLKSvlFtcVuNU%crnZ!kSWtNseB>uojEA9c5sQ{l zzS21bgdR$}`D8v{sEF&C)K;zxOTi{1+xd>%P=-w~FOXS>i2cSJdQ9 zWkPSXUCRacmKZxM=aBI3p-`JrPk*tK+sQ1G4Tl9m-LFZjEJa>8jwVz0Y8LT$6ipG6 zI&9Bp!-c#u=op%wy3fziLMNbOXnHC%AE-1`q*=>SjGL0s!Bjh*((aU_ryx&-mpV2t z=}37wPj!rt_0)Zuv*opFog72cQ=zG2lQycz%z2F1bWkYjkX`Wxv!lnRr|#9Hlfhnr zrlaoD+^lG2>e2o5)P0&X^YIE&kf%cPktz>fl-bkLv%9H82w14fbjty+YR>-YHb9|x z8vHz`lbiXZViA>=5ex5O-XMr5XxxH^zU#!&53leU1NPg2JsQ&eI<(>Ml2@72A{pU_ zy}gn9Q6Qmt0!??qh)}Y$=u3}A9t1wh66c7Ya#Ll=fyo!#+Y)RP4spOl9@Or^8~1cI zRO>V>?cIt;2?iacG?p7sUrB^pTS|*4XdvXqlZyde*nByd)4+%jY705ZgBr>Re(LU7 zEafa?6lLfsAoNf=j3=|<%K=Rcuhg8JW%ReEmf@g<*cvZ)bRNl3%7uu62FiuW=t>SE zwUrAF12*y~olA4Ab`7=V(EtJ;y*IkTmX24V#gihHS$f@NL?jke;03KW(reP&ya*uh zZ-=~pK?5PO9cUSUEj{oY(2<5NW;?q7Y9W_wx8?YV(i$|ZH(%~(v)q6D?N9#fC;WeT z|F%smG9iZOpa+|m^7PEM=m?++|2T=3_zVIciS}wZyKsfb5fW`;K?M~G?OpVBv7AY6 zt57l+bPyZ-Xew{^ZHtWns`BLkMh|{EJL68sd@TEHB3GkW25igh2NFC$Oz>vlO0%df zCNdawkgnXLq6N`b7$z1}5MKObGm-^vTX=y4g~uUArnEkLvYrq8__W-wXdjr%n_ij- zMHG>Az+YKWwUt^C1r3B7r7>QXF7kX^xPb%(c=2pXs{nOf*ycqU;0onx>KmPmm+s)49IoyDdj17F5uDSPWO)@0mgA=XNsq zvdnWpNBK?{&0)Ys+FvYxn7a0&DDm3Tequo-rv2qw-D}p?bfz7l z!~q>$J+4e+k3Em)wyvJQK?{>Z?jg;boU6e#%kr2q!R9n5y%Tc8YPgup&d!%xy7p<{ z{t!`Q*=gnlJt(heD`=>rcK5IFwcDk%Wx>Q@>BOz;ZkMZ9qMNwTeOH9G@5Xy+*&zSY zuovR6&yo#&qyOq(f?5(h`LF zFjZSCQxo9}21)(%JwsJ(gQNu#nusCy!uA-w8<3!Ya*KYar4_ElE{c)1ax14n3H>Pl zjJpOxsI4EB!JvaM+YFyiwnqswkf4Biol@R$Mlb>heAK=4^KMlHR9oGfSWrRC`}@bs z@&2}$&uLJCKkUkIyIsqYv(2Bxf(lx6{NzY|n}~wOlTe=V9yV%D(<=NCoz!!wc8=H= zg5;HM$%JYQzbOqx(deMO^0_hmA`2=p{P>Ap`_a}n+yYhAprt{g1n8l`C}^NfNfD%q zn6@^h=YSsL;^k^Gp7?iOL(!PslM&tdL)Of+q_6Dc!84G zJy9BM?F*2gfI7wf?z+|@I@;=#3f+);^t`7dI6sbYr}cE}auBg0wN-0!b@e)6yBe453W{Bq-dc`L>}usnx9x9MeG{ z!Vg13Eho5;%YPVd91?O5zC2G2_B!ahB9Aesp~`9bJv(AvuPVE(H|~ z*m|E%LYvNqGu}&E+stklR|CPvWQl{+L%cX!(me|`F~jN*Foc)@LN0nn{iT{%t7jPw zQm^ymG4+N-Rx_j{b!-eMz`iq{UR?0$9iM+Y_~f5H{^sLPXy4)Be|`VuKMNsC&#{4f*#;`1**Ej2AMwMR1n3%L+Yw2Ama?tW{P6F|t_hj;wnL3!D+C1KQj%W#m2 zG01Imcf|F8y3KTLt*rlAW3Z$`_yj&K_#Yy<7#d~xSR@xug1{->pmAkc@FHhVMoS?j=&tvD`2D`HkW}b$6%mT15x-Gtnp#Blf-WOMFY|LeS@|-SB1bLe=;5cL zLigv%Px;2+a!s2DM2h>eJ)Wy<*zl{pHt;f(Yg!U1%s6leWd!YsY-L8o!;<$SfEti% z9}9d^+hDt%NFxp$5f~Z!j3~*_&toILu;t1K3E^6q57PzGGYAi@-SdgX8WT-ot zZBUrdBXw5Uu;DLb5T4OduH`anln%nXd{(O* zvHR{A8LUu%J?|xZTxGxm(Q_az9BEbP=6f5&4>Kt#e~il zmTlt$)3)*JL!k~PG_}WEgwy>i+v3vYz8(uO)OCEXFGjz6`gBmaX1#BGOEUDe_nXy> z_5=Q~TW%*Z!}s-GfT5oCOI@0z@zU+`e7TgvY(4s=iVEGV7vkU8ozpRbeB!t$T@IY$ zVM=P7goX0Y#?$9?@PLpp%;4+UQ4az1;dnXXo4C(@zZ`u=RqMAqeZi|`(l9Xm+(!*q zllzWjk1CgdkUN2QE)uoO-__jmBnaFS0)x$3HUbPQh5-;^=R_P0Lhs?dc!abc zIV~2y9;jKU+FlRWFaH)OAz9->{O9a85TI$%KEPn{`;fj)n>E z!vxx*J6&xD7i-$%Q#If~X>-tkDj4#=jPg{()2!!~^9*g|UC|Nt90f8AzS`fyIc&l{ zILx>UGgzKm!lE#+%nj9&bc8|XG?&puj%8MQp9-@eaz7W@EO%>l;FD$jz&@RTgVfuT z`H;?+37N(f*B&}4)n`AiGvOKiswAt zCrhbgdG5)O{=j?gZ(F2`KKwrh|FB&D?p&Qncc4oty^pXg?Bj1r0Cv1zx8s}+So!To zA`%XC*}9t%_^{&Lx)qD%QVwMw7%J;-gQLTOJ>fv@H9G$7)rCXg!-^0NyiZ`V4mSZ0 z{9nQbbA||{EJ0M+(0}6NA-v-zi!18p9I;nDCqp~<&Uc*-X|d1dj4l}B>s)qf-Oqt} z1epdBDRV#lnBif+;XM2!M-s1C?57hHR+ zkYtF5f=h^pkZ6mF!|Fg+VhI6_Z3al{h~!OK8mPF#lOmvlCy~)^Ub^b-y&HZm=iH2tGWV0KxC=xRT)(BOn!SJ#2(~gyG1E?U;@A-2POm`yDEdm!Zv5q@nU%P-SXpaKl%Lg zt}eQcb67gQhX}KU!3 zD>~9=xuxdWQ0iIIPDJ?jR{S#&A$Kpy(X7>m7G4YI45z3ifD!`_Qnw~_m;l}OH~m4i zAq}JX?$f|e5Rl*G$K1P=wX|U?fSM&p9H4(X(Fe;JE(_FDMkFB3(1|c^05Sr=zjph< zX~K0pqy7~gvpt&32DGV?79_3dH2HI0jZTwuYUSd;-`s8&To?A@mqSXh?VQ zZhwC>FqCgy(7h{kgB1U-P&4dh@t=D4GKxl1%U#}3(}Z>ug`UzhMt`e4MWIJ`_pSL<~w^8;YQSxoNxtOjuTTY-t%+N7P5an9Vgyg;S_H?t^j@6wI#$w8+xkAqKAeE)g zO1|rpIs*d;lFfMu#5^z`U>{fgd7hZ-GdnQmKGcCC<&h| z*|a8=Xb}3DALkbIhA4Lf@iC}QE~t;^wvwJ*j$|=viH-QN52pAhvtai_m*{APAbb*2gcY@CH{7;nRWU4mwrIiFI zpx+I2I&@;Po-7pK&;eEa#HlK*X=GdEnnnf3fdWzw9n+!g?;gjV0Wv~odqusYtEJjU z)ZO;Pfx-!e9}S=J0P!=`3ohD$$`QxQrImjC75CKKMU`O0QYS!d^RgOH;*dY3rZ`Kb-DBCK#zLw0M$M& zgkPr@j&N!nD8Qc354^wI|3_q6!}&SkV_)3~5cv1NU+ltGa-m@unW||d7<5kQwG|yK z#g6cQg^HnRj?dwWVAVwE7+<+GriX}QLF5-?3U6&cqa}c2x5<6Hq;=(VK`brCqQovd zGpq#y4xSxk!-&WDijCkeybVIz&A~obZh~2uJEzi#?TV^e-KmOD!WDt9bCaPLlJg*T2XE5;-Ipub2saD?;cKB2P>?vGU0$mn&iH?) z7xKz6OK|y*d3siID)^P!4cLlj4)Ax9>WVH*7qM+96T;Whd zJ31D7G+fCnV`$PScEo`GpVUqm!#syd9a+Qf4qeefht$wb5R2{8kG~e>hoP>(*DfgV zM?k^eceCFo>&0-!+dZC^w;vfM;6T!H8Vl+B_~2{aVftBdDutns27-{xaFBWjFMdbc zhMrOoM4LpI8rC!eBos?3gl|pfmsjI8-QhBnrJEtCg-?T0!hn5uN(&B$qaSv31o)s> z?P(~W`TIauAV@soSKMkwznQpl?1f=yKfnc5s#r|A!Kq61Wx!3 z>fO<09G6qs!ZTEs0-q>=yV&5LH@l0A=?k@RvTJMz5F{uudHc8O0!c$}y0D%Z0K1T% zEr&-5`J4j*7xJ7$>F5MCE7mpS69sT8C0A!uchr)NDVt@vAj1IfB6dBYg}t<&x_34c zAV|E$9?%nt0Z|?qnkph*0|Ho=dwrJm*|%Jm+%@->G>APUOXzSRuB`?G|L?&-cw-pm zPYjexB@%+{U3ls;JBOZ{NinRROc14*Ga>nQdfWf2mgG#82rO5kk_y@PGT8-fNt(K? znJzMAZ`-h&KB2U9L5BP<(>K(-yrLzl>z8NLV6T^ShQmM-PuZ{s4?{R7h8VA87E^Np z-z#C2ao*2`e3Iug6{y*uS3DTD@F!LwTA<5{SA@Y^s2%d!7 zYeP;yXaIK&njCTu9TfK_R`OHEDG0lt_ez&6A0=Pa9x}>tyJ2-o7So?_^lwVMq}QuBIOF z82yn$Ap=AFFH^wzSfT>JhXL<^;hxHn_ZJ95{@9~>JSYOAbjIY&=#8o*%-$KZpu>zm zFSl(O`p9}9j<+Yq7QkIvZ9>lQe#HrG*`&p)d;*BXBU2)W0(XLJ=Y9id3MUZzb;zk8o|84{8YGD*77nJ0&2 z>=|ZDfe^7r4n`it^57iJXgOwadsC0#OhCxx!O8oQ={%R>r1T!anIj=7f^#{a7hTLg z!3iG3-bKK3STE^bvMu%Ixu#GnX)JBWJxNAmA^lEGnp3N6Fjz)UZc_GC2;a$sb+K)k zMA@UpC`g=U5?uL;I@d7Ki_dj-a4d-AS;5r`#f`r`vO)qvF3$=VJD<&U7o$g3$dQoD zQzzZG=}(40N;wZ=F)K_r z?gSupQbuc5NHhq=#=~^u8l)l=TN@8xK_nJe^gv&q-dbD*6eP0PiETjPOMC1j9>m^5 z#ll8}c5F2nS_Z#rRZNWw@h3@~X5whv(_h81l-sxrr_z8U+I`cFfO?kauZlo}P?jUPx#Er>6;ka*c;Z1UdbOEeE{4UWBCTE}8iY(iy1QWxwG4buh7u!Jyt4&M9IRX7OW zoqpmjqo|*ZZGEFTN;&v?&8LRSo+!f`OCC3&<7nyzXoPC@EpKm`p09;OhOt_HzC z5xkaueRNfMo*^OlSO`vek?V!tbzo_f9FR;72jUTyQp}EL|E~!hFZ#EMX3U_?hCWZt+1AX_X8GqAjI>Ur0*_hYD@ZN znOxo{m@^@HFG*ffgL-u?cU)SU%=_fPgVfz5HQmgns_?aR&G#t<9E7sWznZM)JDyag zP4gm+^vV1J3ehYeS8M74so~N-0SO+YvVf#gWuo@x^a;p-gHYxZRhM)Xmu$TE@d-Rg zWjSq2yS~!e+jD%bq)Y7nDIxVLFhF)cwL|kTTxXLj|sp%_uLhxQPhdQ+UhX_7HDU|@qJ@6p)AiX&o{`j(V&Cni52ql(?kh|rU z4@}PJ{#tphgkfV?_|$9g8kvBpu;qQk&FpDRbB}`ffm72Ajn0Y(3J70L!>fMP;Yc=N z3`0y6rHF#Y-SEdIPeA3tNrEL7+INz6u@%QK z`dpV2d!LY_{HwGL?z!-(Ek|WAcyd43vY63DSc}VId7GhuQ1K?GK?$j1!DsT%bP>^( zDiRAS@P~GVR8wD@KRFFb@TacR=1*cl<*g99R7{8jVA#Q3i5I4Tj5JKY@rb^lx20i_ zDhe+y*7A_FW(7xr0&)pwoyviOZMh_aLFZ>KEM?2waDt0&-*RD?IucY7TvCR+Jfng1 zFDB0?vo9NV9e@#vt_l!7Jix2x!_9Q`$#QWqmG=yosvR#N)N&rgsM_&w(s3_5%lOCP zdO@zr5H$27ff0h53DI}(HWioT+}U_K+E)BD++?UgQoVrh)92N7uS`FKL!a8OA<(^v zv+0I5Pm7Fgm=#fwn(qM&-S^ce8#u@t2S+i^=#0fZd2I=xx^bb0v=9izD(e@3fJmuuO7Gc0KW zN~G}`7veEc{Y#f>Qmr*m6AeO-VOo6j3GV|EMTx1?P>Di?gyd~V7EMr7ud5>DK)}B&;mkgD*xkO2!K zujyH??!)g)0PZ%e@!4DrXXUJnAr0Z%U~mQk{sgb^q>l^`L-PY47yQ(>iuM=tG_CfF z*_vp7IbqXkznr#tlakOCoin(Ufn!MW?!yo=Kp@!Pid1=2f?-Omg1w5VC0I+#lSCG3 zu$B?ZTKcKCwT=O9u$C55^|h7}poXxepPmYAL)bb-$?Y8q#MN;&noQ-$Pxm-;2v|!Q zgA(0nxq8VklTYEXA_09s@-CEB8*XIg-0dezN|?&TOLVEej)FHB$1vL+G4-Rp{o0o{iP zuXL8>WcLv949#7r=0gjY8Insk686p;o&oMHSBA{WWNetfP{mJxfb7#TkAvjBvhL|P zA4&1CM!$UccY@kIbUg#MCT`!7hq`?0Mo~u z>u%)G?lI>Oiu%J^7VZsHMu6)5=RQnsYWMWO1Tek-uA`AdyIU&yDn9pa*L3-}u(f-s z;2E%%22J{2E5Zce?$7C>1K#bn;VE6W?@gF%7!*qc--R!M5c_$0^>Rnogbny`XqpC} zEH=feal?#fqAB4j97ep8KJ)KI1BBy-xsU{^>L)IwAEqz7GzYv;HB3+>Mpe}zA$TXf z%ncSHWf*}@Un?mGgGd&j?l4~d$|WROxb_K9&4u)9^X?^~THwG0;NGLUhwhW$;n2zY z?BntHYkyMd*VHiXwE%?T7WC~Us*#ZTJ1rO$%DWA>%35EG~;^zv5 zvSHIhKzOe!IB4AsFMjsP=Uz?-S%#TCJQqqVsKBGI=sfb@(=i;h_Csd6Hje}jTK9rS z-|wd5ic6L}SGttJpmQ2@xXk8LKt#Y97L`_FD59VNU-$tnlbWb2Binq*U^N|gRF5n- z+I0d9ItVj5eq*qs_&GwDMHDn1hJfV)(nU;>*bFO{Dv=|3ncDNw+FhkSSZ*$^=(t(6 zKhLD*7$FZ;cu>1N-{9#;7KfIWt^Zc35C`;=oG$aHW%^?eKJ5|8_}9w(W^C;3Gb0{Q|Xnj*((P(h57;kEcVZ zEyh8D0+s2mOme^LP%_nnMd24w(0D{!^|w>n89Jga3$K0sc)cFVg;R!O`!&RugjF(x zAL?(uo~rJGVQHjhRCOH~vW36@GMw#X@;H{io($n%Xj^FtVoJ9p&{aaSF`aQPD(ru` zc{9JpRbAH_Fy>eKYg(X7yZd-m;Mpg$X~Wq98dx=_RDnVNO@E)gN&{KflQjhtUyrI! zHaS01NFCCHk^lXGk>kmXVsoFBqvKmy3c}1HrDeYHfswByrD+Wq^G*?FtKDE!oakV< z1VMx9DJ;@qKp7hT27o~*^IlD8C=D3%bM3?hO-IwoJz>q3u;u$Br5PmwQ~rxKg=#T3 zWW_t`>7*!kR-Npu{QHqCsw=^;_iBbw@+$Uq8P=|AR5i`8IpD*HclDS25={x{6~2aR zRWxa@4FL}meyKlX6Y|Irsl{-oiRSG!M2Ntg5A^3`E}!(Yp>2$7xfSZWBc&6m07HsA zL=7_*azr;>yvx|MykcD%4=$ zPZu<;BjVC9PpGCG90I`C7gM@2R2?kz^k#qfGgm#~djKEv4_pz3z4L?0CR4+Rx8PTB z|MA*S{_H3Gf6#q{zo7NlvO#3H)?O$%0FZBbq#imjO!q1#699d*SZr53!x64yq(Lw} zQ*YS#0*H@-DiMOOE!6>42K!ZtVFGYJ<-w?)DbOJRyi0$r>D-ew-N#Hz3DsrHhCK!G zdlwk-FVLzwG^ZdheeR{>XjL7$B>spxjs~3vnWxk^raY{q3}cNEp@S|0q4p@gI&e*K zT4181$}o8xAr-xCKtl0he0e}+$&A*!&6R_Od=eR2FcG158s8lZCO;@C!z@tzTuV6^ zRPu0i>qp1a=Sr(jIA%yF=6+pHlvW?V91JRXY*BH2ORU*Q($1w;f472o^D;kb9h?F8A zGbS{JkF(9y^g<_*UOq-*Rgac{QZrH|m0o(02tAQ5Y4${k^-3)sS63?B>ZjyzP`V#u zn9>QYfO(;uGR!4MLXk!S4_bMfW4h1T>wP57j9aW9|p_D1egEcB1% zQv|}Nyu2tYkv`>xtV4uOQHAu<5j992M~h>oI|r+U+G294l6N0(Jgus;)Jd+Fj-x>* z54ECH=##QVosp-3)lzpI`*`DN@J8zBs;Qq2)1Z^*)L4xiE2l;v)be_eCKry}yGlgp z<)K(sgMC6#)`GcT^-8c$yEzeSew9^VAHQS`cssU4_2yW^x}*55Y{fDOeq{Wy9E$G2 zCldH4(FR)6DeG^;s;2m{a)41#Ncm?-cehjjo(@_Uql)ddcLs!7D&u^IS17fYaRCOE z)WV_%Za7Qmw70M#4oWG1x`i5F$xUzV=@_(9CybW~huU>OgU+p(WF|id3B%gh_^C{7 z1Oh$93x*1WMti(O9F&qD>UyVkKL`YRiuEuaCfsO`4bY&Ic_HVTdU%m05K`H~Ltw&% z_OivHV1KT#IGzHbpparBjCTn)+G7GV=%g``IC3VG+Q&o^4_cW|zV{=PdiWG*6&>Fr zIhIbKK_^QE)EyBbJ<=JYY6?4fCQKg%LP6n9EZp3Pm~g_dKPi4Ki$>3aMi%cpN_Mom z#HkPsI;qV<16RV6_BIQXz)y9&9~cu7?R9*BK_&A-ogdP}3nGD^rCPo1yhobK_n&9+ z?fV%bpnBxjvPVb}De!lH{r_b#z8NgkF&;f)+{55U79-So5rNesMi>Q! z)E4HB-BH`Z84zlzHH1Mz;Zu8SDB_@$g&cK{gi4Q)V-yrpOGRxwYj3F#2=vrDinohjUC@15pE=%w^rses$lv#NiyFq6*o2(#3>OFmR8_jVst-JV9z{VHfWx_YMi zkL|PQ0*SaurI~I_w3lXiTO#ADrbG{Z){;oEt}ab#k97i-p+jSsB8RkF&m{0uNkYZE ztW4TV5{H693V#~5Jdy`YD)}^Cc_coQYJ7QGO?wRFt%j7ZD~*Qse689HscjO*Bt=NI zw@pARLrYib?V**|=*f>T26-euK!YEte?U*vArbBU1J8m+${D&6Zx5@y4u6eKgBQWm zus)Fp$=uD^A3yo(n@@lL{U5#-T*J{f%dn`G{+k#e-{D_B{nyXG`}Vt!zx)1M!8RP- zl(RDm=%-Bo{IgHK`trNazx@8w-wV9qaJL+vW5B=d`K+wq9mD1G&jJHv7cQTF_U-5Y z_~pl6D0ati$ta+oc)P#-?yIlAR&c{{Y%){;0s9uS`A4!{gtuW)bxsCCaKHQXn?LmA z0s-zDBuX1;)CNJrYVFKe|9wszp3`CE!u@VU|2>Frk`~tr z9mTz^Ik#K+niwEEdue)XuFj0BfR@TV)s~tBm7lT7P97ln zcQ@}Yp|AXqrT-eV*FEj2h_(;A;-1F5!0DFvCCaheZt2#44+}YWxnE?O?UuU&pkT^i zY+$BCI5|x@8FivVw=@L;EJb+A;oa`xnFe(cp3nP+Cjnq(WcCfu=Vf?4?;V~@$Su7n zE52?q9{`G}E2+-Ryq4k+B^g~!b!O)E6qlzLe6|?xgA*CPTX~uoA_T@XHzKz&b+pz4 zz~qvNZj*f`4DD7jxzEAl{K-G8wsPlYxBLkLs4h%bbebS7D3D7AI)-UvfXprFi;dsX zCc>awOFAMX*Huum1n9~Q2yk7B-LMsC5SF%(YOI`Lz5BJF=a&t$j;X5;Y?<&j<&k*LFAq`O|lHm zaei0cSnJl)78vmF20qu0gCdC;j^@hJ0}CV$6y6C6{=_}nEpauWI~R+y6)a1rQqp6o z3J{vyUgTHyiFIo)Y7$f)1{K#>T?}V~O~b9nD*Pl1N?Zbv6{Bl8_|&Zg2mmm-)b>Bg zdBSd`HVBG3x$M>cC#oZW8vLKAx%kfhGXTusKmF9xe@D<%eP(9oP@OOV)Zo7k)Xx4h z0L)ObT&|Zp+Ty*DgDRa%mV^PHOIeCX_dr$%-AdWS0Ga#S^ef+}HGD2-aJu!kGYHsR zi@Bfa=4MgbcB{oA0^E?=Ryqnhrwd0YsB76hXrK}S)R5X%Dhqc`Z43Yt{%dG=OLHoZ z=2B3v)>FEEN3}k?jppVQ*c?(Yjq1>`5F#;jPQihp$&-yv58cV0QId5D)IzS5L7Tp* zf&s8Lq%>`6=aiP)8FKIoURf<7t#c0c2-wP{4j(OCDbTu=IvE6P4hOoyd8?9ew{Qpm zFu9laY&w&}McsON?sM?iM*d+XOWbZY1^}2GS2GMu=PlcAaTO8ZvaR%Ezj1>AP|SYg z2E@$A4LFWw(}nCVbc-YRIc(%omg{mo`_QeF1p!np2l=-$OLZ$#5(8xJFLB34_V2s( zm;CpFxS333kai@x?OhVTfBn+D(6o3 z+jK1(aNTleM1ae&PKR>$^WS|hh|hGY?--))dl0zj*mMB{m;nx~VU_pdC0L~s-Xt3GJQp&Q}t`>9w1&J6#baNl| z1a=#>cC$5xGTa`i=X6K6$l3j*91c=3c~i${xTRZ&givepjnk%4SPSV`e=mRa#>PEQrLI*--nX$cn8o z6Jd~v4GVt4jkQ9mwP7KEkP}`NQ<#0c61}uo4sU39T#k;n7L%R?KVrke{XAaNg%2W0 zx7PL<4pJ$|*cW{&Z*!0V1{v-!a+WD(?7MXsBLZCR=B)I6F5S8%?sM?CBgQ|-wOQRd zV*YzUQ=e=$PYTp_Q$9icGMkd2oS(4yReV^LnW&jc#cn0Knub&;LZtdD->sHpP)a zz~)YY|G6AS?lx7IQ$Y8jQ4BM54GjkXlXC{$q(yBS85G@e1_+Y6nhn*cU013nfa=om zTzBU>repU#i0u7lL<1gbBSSYkK>(E(18wNa$MJx=y>w@ipSK<8d%A7yMdXn^z?(Ex zhpWG4b~`dRiKAJ=3%Vs)Pfy$0_=Ss+1@G?VN~_^o-8^gSMiw$21dT_zhI5NA`4~i+SXy;`N-@Mh;5?473N-3`B z>2cyJf}oM&iXNrl&E08{jPT1i0Mw zCU=gpq*7qOcV%3CePSL99m|_K5SrZbW@C=C;8ByH;_8I3G%t6hW1XND_kpTcfpn+l z%RsnAKz``;HQibS0RaDbw2pt`C3CV(&}||-F+dJs&~tehaf{_)?zdjc!$5$oF4rGr z(G`=ibPIH!>*)%09dliCeL#R4;%?n{$rafg7$sS!;LfRn$axx$VWGhdVUcq~-srcK zivmI~<)WXorJeIzZfEen>@alpUoPcx{;!7D3)!gXXsZVx6}TMiev+N@j-^;2l+->8 zJZYAkd`$~HUAX$+q_G{t6$n@x!&P>t8^TpC({}c&j&4J^X4~pwY|*y39yJ*UK(?_i zhO6FL*ATAx);d>q@ja?VQ>bGJ6B&px9;YdW(7TP(h(U7~u9ZDN9b-#v0dnC=#qN5o z)(mwFS0LcMv-ah@7*y(LZ6JW^!c^~9>KLZ{Ie6a6O);q6)k;qQ)#cTfG_)jFHh0Xc z9snk%)9r|Q_Nzx66GM`@z0j8o2FN^e!Yc-3d#>BaiT@r%POWigSYEhvORW(B zE~f)pAzTb{bxQ{zfXe>w=EF^&nG65DAQo133(=hziQ}}oTNK%}TUreOSjn-pTTp7y zBlO*3DI&n-SlU(MYn5I}XYR4i=i7^d!f5V@2pu5a&FO1aO$V+;9*--!COn}z;+ zP5h`Q@uOIhaynv-URxLf09JB*^H2RYwtxVtj~%s-v}^3p=is^6DJG6O#*X_QL>HF) zOP{u0n0Eq`W+*qq-FUjBboJaaF*Rpm0CDvzh#`qkZ<1rz#c<=k`@pavGH2%VztOcRq-; z+~x~NP&kDz+oxOF#3}o7hIz)CBS1mpHZ+R(FsvA;2{;bu@W7d`qoU1&h=Rt?R^#)t zm2Bo3ice=OP zJDt&ySk!kJmxp#(f-@kzT7_4L(G2!@z;UV?Nv&cz4`O%W8LtiC)09LSH_Te%d*N1u zLFOS|<0sSkic4|XP%^YM!6>965OVkND$7+u(6G!CghDLfAoUn8QqyT2U6Yy3k^yR| zLm?p<1JgaH4Y#y1Knk`7rT{|j5j^BWawzGKo((URp5d5#Kty;-ViKGUx3q?9el}c> zuE?g*cDI%dElY?3;uZ0iKtl0^R`z&BDko*D(b6Eo$5P3mpl~lL{Au`nIG~$;MMkqE z$hu0zl}fYe`RIsB5eKFBqE9qTw0kjNhu70{Dkzt-A@$FO^0@9@1q}7OQGGrv-L!Nm z>XM*Ub?AZznGk#FI2v?P8l>H(Qlvc%IusOA8br_?DGf#(lI}Uo6IM4MPgBueA!%-)Y-71@O@23 z-)?k4*4y_;h3?zhcd8i*Sxb9%Pg3?t3s9(jut#-J4r%f@~VF@7|y0c*(7Vvs{#qdRKogcn|#izy@ZuhKq-!p zesY!eI06m6q>}u4y7ZQp$Jng8$J#NTaJPP#Z30IOa!Kw z*(;F-C6X818xgg5yB7{sdci**%L~tf2E}{umA7+zT@2Wo;=LMLi3cret7@&!*30?- ze7RL!8B<&JuxJ89{XtZBvoEEqmJS;nkZCUiLhap(+IP#+)&FHF+N-W6QE;LCn!c3K zFb8`fT?y9E8pkrniOdmQlGx@S&6b4&>;_X{I(G zs*PNh@vDT^QVxdzySI8dnw_s{8{ly4$2NsimLlH+f{KPg=V75k2Wbl_OZ(%H6!V~V z^22UPWg6Y6GSZ_vhC(@f>^zbn@E?euc^qyb&x|z0&|Z~*gBEP(0dqOWwGI` zCTA$4D{_*j)o2CHWLr()ZEBJSHRM+|PhT6|mR~`F0!kbo0HSJZD{%q{{JZ||GyV_# zzq*FaFxC;i&r8n4f(pE#bBXkFt2QqJ2>e^Y3OayRj-(hCcvKv47_gBiX+g}f@?=Co z1L(ScM5lB$D7u=*q1;z4iHk1q)gQVCZ_$mp&&Z0;q4& zvk9Fmp)M~obUrg^0D#Gs@`@DQnd@dL2%z2yR9?v-N<70BgUnXOIs~}4nM)B!LpEyO z&(K%S!I1&-8}ziK8rB|WRR4WWTU-vY*lEJWsRpQc$(1+ZirS%Mxv*CC=xT0~@$9tVyrrCT9G|8e|gL=$}Ls>g;o^GK1(k_pWR z@oirCbNk>0EaD3^TV8 zCIeSU0}TsOy2@Uo(fh&nrK%p<(^ZWO{lADtySH|0I_-%rCiD4eFqqGTwReQ?@R=$q*;x9#m&XDN<@c(}mC!cKpG8!e>YyFKP=69X;V9uk zbZ}0sU6t1it1}{}l+LNpO=b3!wk@t{ZM;6mv%SpDiO_pH+UIt045(u@IH#tFsC5mi zK_W)Fsi07OH@?pQh*_zqCk*q2ktBsnF0_-!?j1g}tE`~fJyuYt-j8;!C$wsj)`-ZO z*wW9hR}+Z`tyEt6L-bU!^cH6_diiQRMJ*MvLHLjsUQm3Q;s1q~U z46c?-xdr{-n=1~B66{NL34f)E{5*Wx>yiq%u1+V&(g9wp9oeA+qo2A0LtW+t8WdX7 zlDks7UtSPcD5p?&t2bh}7sY(L-xV;_e_E^*Fm%Y(e7-{fNLhQe=5<`_NmybrC?pJP z?m!9kRTT+I8Uw&{wd%n#5E;HzLIeVy8XKGCZatc~Np9X_q4zbJ8XJKTbSgyXQ6-q3 zQc%vPa_57o65OX2cy+DahP)Gna6c{2gVx>X7srM#s45AfP{`D{Yl zGK%G#hD->AP|A4_i-G4KUa93Gt$~+l5PAfY{G;7^#tY;`Oc|;IKq`KL2*EoWT7*B^ z((07wtEF08Wte#hUk4#Ug2L_a&ZOWQX4xxz&jI};yzz`mNm}xkw;>IMK?NT`1)t8Z z*vW`!q#M9y3hFrVEwMXuXqKCSfppbH$$qbfPG9IkC}#meU)zXoJv6yZX@7M&SORb2@hprCPI zX)MqGB>b?H{rhE@2Bq8^YCg%rrrjHds%h}L1mQ}%hC|gf=nTkX`QcE|xEErD#x zzxAbg&H?@I#{WuXJRN~KR}+?oC6eL$Tp_V4D*kmeRcva2^Eyy~O9W zQhM`@r6pO_01P@=m~nA1<}+x8H_c&|aL~Gwd@5utgF01*90>~drNVS^u@uf&dPRFx z91TjR8=5WWg>(F0eLb2f1<>cA5S1V(P!6RBRJQVetA|{fyb&^*1}(~;UW+fbKi7v} znBqq3L=rTf>QEkT6ln@+RX9B7#7b04Po5gP(;Z5HFJ@%rrgO7&DN?PmX} zCubN~d?#a*hDg1Zc&Ou<1clQL-B3H(o_+F%Z~t-d#iw5i2}@twf9^d{C}`ZvHNO4& z<4-;nDwfh~kBWyu=XTH;&6W)Ye1@#SddS`f16hRo@&53J;UQ6&(v3{`S93h5p)R@FF4dJ_mfmC; zgq~BQ%kjf@dYW}cI+$M2+OaV$30@Y-yDc3kAiQ}H(j7haX_7QW#8`R_WsnIRv@+jV zYrAwF3bkh6av=0jKhm0R8eFH46jE*VV`5cR7Tcvf=D3H7W9?IsN1gXmNjJ%f5L+EF z#2gF0Ab*mBSMs!#wjAU+HTp5~C(~2@L>q<1ERNnrDVgvI^$@*r#2PQBK?!YEUo40W z)7EAUAn?(j@ISAH>N@ha{zL|Y&d=z~R_e|R2Mnj;=#>K=0_e#moD)Q+2dN=MONTKY z6eKYfI+bR^@v)_OE&0yqqGA##RfBFaaZxPj&%AGhq zn)d;PBxDA(?*sC^B&$G3-exbq`S{D<52yntWDF$>e;YlE5TNfwbh*yZlKBg`#{i!! zpIjcna)to?C|bVSOm^dCWuc^{KUO#(Xb?M%VqAFbWRA8p9txSjfq+ZMJ`vN<11Bq5 z>bP8}Q%bugeySdA!(~Ied43GiZ zHQq`Z#7@{p|Ckn>imYQ{fw*u`b1^e6o`NcmAvzyqCQnEk! zr*DqHW=hHa{pZJEGX?Aug!i|<|LQ9Vw^Uz6fO||y|LpV6z7oOGMt2y{V_Nz4i!YB6 zpG*Neh0E7peIwI&o8=Azdb0eRPybN_OIu203fRf=Z@>CP21}de4g-3!{Ez=6gQd-K zrhx4&=jFP^BG>MgM-1rB^67|%udbG|DP<^ib@!6eeMCXv31_A0h91zN)wFPExtNXy z^T|+-UKuvb=bY_)_80lzf(zx-?2SUuG7gv-t^^$pI`@Rmm`?r@Y1h)aI;7-)(0ZrP z8eG!8w3Qkfu&f)rNi%|>{kYV=nqJCtjx6hXZxnV^s6HxH^>>t#hkwai5B55~lV;@wQKbj~s#vtP~g zp!6V9s=8)ruU!6_q$RIZg zH2hG+m?^hKN+wrO52~KO5>=u?_3fIkqYtI5Wt=Ak*PN3c^`je9|NfPz{{0QAzkMaDzr8{AA6|*-Kir`DyH}$6yBk#h$173& zABR=PvYa~h@cRsOk@?N>SpEWF*LD~qS2>8A3DTTwgO zN>5W;qhh0;trf+eqox-q_;x>N&{W}i;5W^P6l)n1_EzRHISooQ_~*Rg1<^vn)Jb=r z<`NDAHnpT9o7T~6<=Sz}lw;|G+pFkUP@#bar&0+f%UpRW5kTN0F0glrmXV5pYKx1U z2BlLvot9RK@l~gsy5yn^OaCo>?&Bo=?Qqa}l$xL84(_4?a5dpZjHgqrLt~?3CG6CVf3<)qo0KT2T7jmtZrFg5M2?O|_ zZ)gB(Ekd~a$x5C9FC+OAF|Bn`ce@QcAM^<3Ii6&wj%H2SxARcyhj@jeoP*a>SWM zYIb(7ph4`{&ON^*Wj47Sj$YEWq~qoF=3?WnB+{GBEZs!m?O`;`IB{lBf#d>MM5Sdo zUnoWj;P)ARPV?i>RIzJ za$xd;06;$GN0gcd!_CXZ=#q}`V#8%lG!<)^Km`Z6zk=LoN%IR^K1X`F=IyI4Jw2lY zMe7qN@I>zT#;^!2caZgO;=`bKN`rU~URNBJZF>7n01=`HbXW4xf|Bt$m4N*NUE>Nl zx+Q2irA2l$>Gyonz4@vf8K%P~lf4b$Td}-liyrcdZTjJ)Bfa`(0X2CFNL&g=k5Gn5)0s zW!=oekdBm-r}U;!b*1NEc>qWL=_OgQg4H>8#<1k&PSR4 zsI#DD+ohlj5=2}PN_!lR*#M~EAm|C0UN5iXzK?TBQmTlYXlE@F2E4aax%4t zR^Gz%-E=0`miEcXnhWVHRr}kUe8>&t5JjI@D&ylzU z3L0E%^8@bAY6)BOQcHjY1#ZLgJ5)K*e~LriY|R`klEI+Eog$~>{v*Q5HY!CZH*Ap{JgFeF$IO{eYygN z>n84LgntU}4C5yt1ibMxW6%7lL|Izi|PpQRR+;iIQe+3Nn$I;~Y zQW5Zmx!g#Rj!PyqAH=tL0DvM%pG;?H;6#KJ%z#jP7+*~fNeI)zI0B-%B~r;9ai6 zJ47eCkTI9R4a2a+#0XWP+uJ)FuC)lw<(dFJ$a5Roj1+@bON zAabF1NElin_*!W=6eK9LlEiK!TUPCUT+EmSk$XvmQg(4)hAE9zg9|hWQJDm9XnJ|< zCQ?OmHf&J2mKCpCNTNT+qg=DRsrDM?0L(cIr?) zQ~g4?;ND>{Eck0_!TOShGij|CFI=0fsX(Fs9h6ft-`zZ{;kXr34k*ATs`E4B&!?As zW*r@SG9qi#JyM1q!X85kEYzv2mg@7#ywEk(fYrDlT>zm-HIh)I+i_dYDBJ5Oc+k_~ zOV4+U>5JM<>ptPDuuy*@yrsnoBf2M~SW;@L^Q!@z6QTJ|q4~TfYS?+SCy-e*BB821 zT?}YJ65Yov`#F6)O+;wQv@{wn1}}>8%T!eE30v@>_r40*)s~8_F`e%-rg>FSKpQ4i z_Xe({LYrFVS-zqDT~S-r+NPG(9)|@K%KN>hd9=FVOz^j!8!qpzRCr3i{uVn1HS1#zrox$*eDs42M1ZunUMgT%ph^H2av>DDkMD3{QZ`t;dW1q*mF=utSvk<7 zY|n_$RQWIr*wVTSd9zuMe3&Dls#3i_EQmUJ+n42y_B~R4!G-=WMXIN)Mnf+HT5UC$ zPdD!H7?I2j>&y3~_Zk^C{7Tv|-M9_D?wDvQf5$VmAlft%RZVTQva&?O3R&{w)yt6x zfcBC<148kU@cUv+>kIVS8_PguJ!eH6)MUGq)@N|Llx_g1G>6;Ur3Du1%2!h7K~E93 zJ$wZYYSf?2+AcKHMIBzDWg5?@rlA0X(qBlW&45OvM|3#@b@8a@OE(nIeOf~KtL8fN zq7H{8GW}kTC^gOaR#l!LF16wkoE6Xf?$FIlb zTkf`F-9~ILvub46AZw_+J&`ZDXs@AiA~dDn^ac%UaGPp#Rl760-R~M1Hpn;+Z&q&X zZjW=xgs$>^liFo|BZF+9_wcuBAWckc30U^2Md+l)0bZ1^vt z42y5_Na*=yTwM%lIKSRO%h9yGcvz!TdkD14AE&ZT?~~edCUkXv5AV=y&F)1t4Ep5v zDjb&V34z&e6CI0wI%p(z4_J1C*EMM~z3+c(?`Eu(R(#bs{jkJFsnbT*)6k0J{H?;{yk6@rC_ z;*yr+UBgCU*|FkM2*4s)-_e-cAPrc`{!)8=r>W4EHN1OkLMyuF>g<^I8eSlwD%-^L zirVy=H{aUZ#3dK{eBF$&{Z)_BO_FO z_}z*$OrqBr_K4{U88*mum78lC{XF8j%EUXMM=Rds@q_K_IGvv3K~J?I-1#_z`EIiv z&@n@Fx)I-8Pfcr4%=c(r?d8KBnX-9h`4M1Hp`C%jl+6`iXDm0%X`DZDspL;`3JFNcD{<5;|$4M)6W zuCf%;vd!R%W*f&;^oEtj@lOGT=#wNm3P->CUxbI2k<6&$lU@8%VIlk=3GW$h!r_r(Kam-WFNUigxsU#-JCXf)|N6UVe%}s_oJWx=%FID(2QCL{!k@mgeVS79rH6og$31qFSOwg0+^2#k4*1@3I!8cfknWZT2*}=Y zx;k^Y$&f6Xy>N>0P)W&4;xO#}&JeQ+X0G1)W!s%1W_`?lGX>b@CzD z3IW5ZU&{QP1Px!VXHRs}>RzrZ7?j@h-so^LoV=^uU<9bX)y8jV!@IZIKmpsQ$?cC+ z&59DYdz$nNa9w_$ZmGBLcKf-^F88%tMq$ZiV#LH*@Sx^$06nF9L?=V(h~+G=QYL^j zpF>X#(zNjd2>e@He>DBscOyA!VX64Sr#_T2PJ;8fZD*f<`{`Goi8!{T9`~t7XB40x zxFg{R{pD9*e)s7&fB5{%kG~KSmTIV!$Z3$e3#qD(r4}l6A_^i;oCqxpr*!M~%T~|u zw~V#27;{q4)u_-tiMqvEbXLzwF>xB*y{LeHh(k6n-YoI1~RH05MShwha31zEj(lT6dlO`c6f_$dza7$yV#9Vt1a+!nDHom7harA)k;W9!}JFC9TSpSCJK^ea_*Cf1QenV z3O`k1whUh0;ANJUGr1LQ5h#;#AGt(?ckd+c;=@WpwoLKt^HFmlofQ-QmDy0GpFX)Z zLqaf1vHoe9ditc;oC(SMI(SvuvD7h#!!=7fS%6*-XEaJ%l=XcAG(*C>d&xWZR5@p9 zIq!20JV-rpQhow3)S&JcxgyM3-Ud!8?`mL3|1y{6figN;jL#^E&Wl!qWo;Zgz0ZWI z08H^kfB2N&j5Z9)Rce;y8#h^^`7q=I9VYJY@qmuLTdw7CHP#yFP=H7}jQDlc2+yfm zVp*_e3J@s)bA0U-+~8xOiKX}MTITW&nUG;2>oZ}Hr7W)&@mQ;i04TDACqnFQ9^{+t zQVtMVOSAo21ca2YnZm1Ex(Z^jSqxV+Gc5bfmgQiFLR69=ezM)Z8zcl9JsO!N>-c+Bq-dD3af_6jvAjipuY*aOih+anhH8?gLw-ksO5HV?3va?4c(BKDhn)8Dy z5p`;KTMo!z(2*Xoj%*TIM)vl3m9+CE2 z77bLwD6*h}(r7%nq?9G&p{+Cm2?~gV@nklX&CIq?@*L1n1JOx&+u>p)1F5YBiYREH z1|91})K-H!4A?03#;T3fR_ZYY!#TY)wao1xTkfbuyT={7R6;MJ|&3OV6!iQg%Cr@eo4!j zgg{%#?l52@r(gLs(E{I=4?%(gTA5e0rnnMFZLQ1<1|5Xb)v{q}NttRL25gk(S8`yZ ztu!YHxX5eM&3LJ5?Y5pu0D+J6Io&*;Zl?Nhz_#?6SWrR8&n6c#eA?2d!+?zt;z=ge z5o!ye00JK|JCl~T#VkR6daTev$6*s!0r9!wW2b)!O? z{SgHXls&bUSX%6k8r04 zMfKTMet=X_DE8AdD>xDqP=b)M+J@UUTH-mN$M{{!qN6c>i2`zr-z6Vkzmy{mjqwW< zG-9gXiDqeIs^3N1k#5$s4Uo1X3wT?sf&|MSg%Wj5(+<>bS^LhR5VB0fm1U{|LJz6v z|L5&pyW2XFbK!~ax=^G<-7hw5&&5dwP$GMroO$1svm{EgnTQf2Qubt$a~Kc+NsK@M z#zhpp)>-TQ0r=?r!S|P(s_uTeySjUCHa4Klnq?8d-p^B2U0r>zrZytjd|S3tZiX;tf;2{>?}-$Xx7sZHIV9vlSynQHwei3c{+LjG0m zQm9r7H4e~kn;1;ro(x94c56WSqq}`NMlBSXo^!)V{8ijWecdPaM9Tr&7@~U5GCrp3LJ4OXnwU##k1fPuq z6wO8lw0%2R;jb76JTx%b$ayq4S=u}r?bQJoc℞J3&(Wie8{_fR45?*hX5dZ6pxj zTB)OD?21w=9H7H@IhRH}9a7DA9Tr$nw>iuUkF8d>6%4Sg2FWI*q6QWVEGUIZmv%V` z6{?kj#sNC|?UMm78ObPKt=|qLFre3q0Z~Fnh$ZzA zJuvXVSGk)Y3c8xFDi~njG%dI5f>3sxQ8#F}bM}G9?RJa_Rz#+tD^e{o5eRVMQ_~@* za1*ww=2Hd;_^5Ly-FDDjuU6+Y4$#pfJfXBggA+>f9F3T&^#~;%*wEKCzs4$6>+1?Q za9O*JC<~t`mWp;$I6z15^Mt?UwCi*jnpV=I+>q6JpD9!@qh`LP`%;8j)oP}K39(O? zgRNkIeP?n?%e0Nhr~T$}x3xhhO~wzCHwEUHOhM^wvL&dXUe(m36x|Eh4R(&@v@9W= zLkcMRofFCkLaK?9sY2n9K(Vg1poM~Ab41CpBAT4OXsC%q3#e#jWzeHMT>G?OAT_E& zCDA~2iL~NmUC%owyChr%yYbs_1s@3v7Yqa4$T@$vOAF`2D;Qv3GuXVLgZ}L79npC) zX{wyzNX!xdg72!~<7>p2PF*ckwog-RbQL$be={5i4wyyDZ(5npnzMv{WTB$S?b%w!4R28F(@d1o;55t_l%kcl~E+ZI^D~ z9n-o8-BA*D7&ER%@UbG^2pl3@@n56u5U+zycE+JcA0Z+(kf0Nl=D0f=4MxFK#-f$R zf`W3*mydcdvZ2a|@&5afehLs&qJH-IFnuqaO-c6-y2G;E%t8V6QQqk{K_<)zEHC(T~(`^4??dG3><4M4%VVp(~Y zj|hAjt(bjTs;HpAz*SHSbWCX#8+0>~jIZ;kq!0ow3kt$}0U>2wrIAo`IvI?qJcWuG z$6zH`iaWrE7_K~()cha1voqLAmKWtc^Cbju$e`vrd03^Y z0Vr6nTl0))ufUs5DpKb)OS+gtQXdnX-1zFJHD^N4yv|H9rGW&aYZ~|(6k*ZoO@o30 z!>ZMZzur6$92qO}_H}7M0|pis4f%&x>h>DJl-Eg0+06q4+cml(n=XuO&{W8{qyM}2 zlN@+w9P}3;TDv4HSg(s06gRQThBhNli$E!+?b$izE8>lxrh{NcGp82#ip8876MEi@ z`6ye~;COHUG+bWK3H2G&K0Ktjk&t58o61to$TuQj3RK@yz+k>AUYYh|i{~`$J zoVQY(S}Z?JXHMImMJzRzC2nNfn+)DbiAV6TfvjI-5XuP|ZtPyXemUGiUX{#G4n>y2 zYjD9E_}QrUmq9Q(Sc0D!RB+13Nw!d7OhoF%Bd3KmtkbV%5$|}|3+6?Z!mDASt&AZg z*0dk%yLb%ofJ>NTjhDnMb-qK=aNEcijMB}xjs0o2*H(j~V6#_#>;{w{J@K7@hxUkO zc!*CMjs|bTMc$lVx>P15fd>wL#53@lae2xL8R?<|gQjE%2p~sT7BpTt;@O@D1S#s= za>_!$7s)`>5AfhSkU_vhhR`4AAMM# zwA*e_W$uTfW}IhG?;2q}6v%sC{m%dSdtro(vi{l%8zS43et>WoJCRU*-tucDllVCT6?E$ z(njwkaY{^ZUIj~o_ntx`e*}}U`eiYsmOdi*uGweD-D8@E)aDl|W=z;vkbuyK1mlW* znEwz=851`4Wyz$Vz~Fp^zotye)KhK+edX%DA~C^v?xgvq(}>!{j9RQ-G}-_Hs242i zft=dPsKp6f0s-=klTP#XsB^&Wh555Jpse4bJaUX=V6*}Sm>^w`NoCN>*nI(r0z!8L zZv{_s$5|c*$kA-Zmrx4J@nPbCG*x?Dz9t z4`~z}c&KbFKmV{tJE(+8Ibpy-q_`9$_{aexzP(9PW?9b|(RwgNoC+4azMhykU!tBC z5`3$)yOO?aZ1e`>&c6i5;Bx|=eqHMpK!M{rI0pSbtp&eS$0~y)wmHp4f+|1+;~E%M z2P0G~W52w4U#MlVz;Y#Ic_I%C<z2<|9653ZlLd?t6ug&x-nepQ ztm!8FTxlp{qp+p=DJZlBYza8%1P|Y#aY$HX)jS+XU_d?H=}cmqRja2K3LGdI{1Diy zTFH1|;8~#p9MgEG-FOt<5tyfmei_{t4+;!dEyEUNCTbpbBBHz=S&GO<1RwV;^t0QP zSayeX6W!XJp%oCMS`H6f_fE!#w9WgVaill@jcKi<+1{fWCvH9jZN}Cy3pP3KeQ7@= zks-jRcuY@P?9mX6cDU0l?eSo*Ig~@?oK_3!_!1OALxj)MA{?tU|4JNThm7fI0BY+S zk)#wpIt00k_vma+uR+?=WJi-X;O|XGT_HopY8kME3`tV4hDuoyo#J2@8T`O@k7}9b(|0A@{>30?~OIT3f6x3!-BryXZVsM{Z9hb?2{C^U%+yZ|4|po-}O?LUXzFwIo%e;JJq0EGy}=&;5;evg)6JDtW8?ftv__r~CuYl85G zKcBr$>cD9Fg#i?>6{(m9;{2^c@Wt8I*HTk_+@!+_qp4ag6T%(61L4xF5Ve*Tb!WP7 zBp34iuXiAyM+Kp7rG@&_)-xf^5AQ%4=71Qgj>V--k8C~`g8b>-2tq6n<#yU4?P+ie z$dB(p5=8<*3jBq)lafn^ClB9+zj#y->ep%OxF@5FG@I|hP5~W+`z$S7cWi=-@TC8E z2XZ;4vqYlh^SJeXCn8xUh*VJ5VsYL@U6W1gSLp&nE40TOzQ#kkaZr?8=N*(>f)e)n zG%X|@*NSW5zrO>~ED;3yqFkV;2JXE>p%fVeQ+)$f!lN;tPHavZPxy?f>C5c%8&4(jM;%RBoNRLVVw(S+V-7CS&FgFAExt1Ols#`Z`gLRkiW)Kz0KHk-9w4B_A5M!pi_N90xEOLueNw zgZejk$3B4k9xAKZ9?h?ff+&>PyXB%Q6C}w4u~c7#5v*A1Kt+?f$)d0`c7H;_GFcor z1W?^WA;7esD3s@U5#}sgSZvU<`;CSzx-_>-V}k~FkK{Z@#^jQOfHy>_1(cjSWBHUC z6_oG)92{T!=4^8YI{+C0aM$PqO$M4RfP2kR>!=%Snawy+Wj#1) zV{5H?S2Or1z+O?mbAk=p5h$H3BPCS;Zef7FCeZ0Du8=;Xc_<)YBygP99HUlXn~crD zA-ci}?US*nT1etqXgd33c=|`3aq9p4^409)=6}Siw9>{cYaMd65fX%7t9x1ok>%GW)wjPsxSb&+8iCKM!NAZo;=A|jkB+7u>&x$ z{MJ79aCA83382SjI{W)hZ}?Pg_zh!8#$1F&4aiG5Akz)|He}jXeMn*6j46H#lNQ2& zg7va}{3%7Y-7uq9Mo6;&lF!0{>2v!a7dY)5XR=~*XPmFGfReco9+F(KFFsEW^fEe^ z7C}-wJaGNmKKZhF@|gNCqwbK`%8C`=&8U`eYsp^50D12D^6XOj++sm8Mk*F85+sI( z1Q(j4QS-E+{wsVtqh-^t8Zw6h=#MFxQsd#yu7J%6bM%@9HSYs(odKWI>6Tq&t`0gF z8S$DSEO>|oqE!(6K=*=$soFB~Uq&Rr0Rd@p+HW1v&{+LJiRhYg);yzcW+99^F(BCP zsz0J@t)ML28%K1c@yF(b)@kJsB4g>sVAbg^$8O8q5?_iBDQ<;NJ)z?zlV{=W zUvr2+XTbUszCH{kN+$5MbodbAvqBNJl{UgtUuD#MF2(Mk)D~6>LjhT?LY7CA9+K7! zCIh+&NC=QI$Tb*s+L^B2mxd6?;JxPas){rm1Xpq7gc@jGNbI1&eA6=X?vze@r*qsK z9#QhKs#>!QfyN+8{6?2%Ny9g^jqbzJfvyAQf zV2T|@p@G9j|LswCK*_gHW3@6eb$~3Pmc#|E4G0v7)GZ*kJ_h_D9hCSzg7 z6e5%!CYwBq3O-x!V+-euXpEyKEUfWBV+-^pZNW^3*@c^P2@Pf&a(0>rop%*-B5bf* zkJ_PSUA|Z5U3pZD4-ss5NOxowYSSGg*ldj5iFcPS9{CI?$ZY477JE9)V|IXGq%cR6 zpfLww$ml0<3s`^T%K_y0WGSo$7p%7t7-(Y*)$JC|!rIF0cN69aPU#Slz=sTXVj0qP zIV0Ojd7N@WI08sv8=&3hxN-wDp?76jE42T*^Q*u575@)pdI(IzwOzi;HPM{UG5jfL z&V6Li+Dhxx_X{~=zi7FA9V{4si?aPuT@u31C7Zy+*fV1fh!rEzB|U=)l3llwaZPiQ z`v!SFN0%|#Fsj<-u)+NWxbg4U*1iT=h-;zf8q8r456Ml9kfW6_K`QN(G$f_0u(ahQ zo*>DcmthD;9sq*vo{~uZNO{L;6ZM$x>=o+gw&7*G9yBD-Z8*QgOJ92hO6PWtV)76b zyt>z7c~3^PR2hW&+~%`@6pc)z{hc+{5X%O9NW-29p@1*ztgu z%UHORxDE#JAM6i;>7a~U62W?~f&kz-PCgk=^Ja)Tp0w#63A%hn+rh#B`NKG^WrnOV zs>|JQdH?4JjYofeK>LZ+s%WsOKV#XF0kpUg62x9NB#+hY2E4!+&}7Uehcp5UL>CMZ zufd2)ov}I>5-1D+U#2wW6eyab#)kPrz-LS^SO8@!`^mzA>6-oN``xW)_GiDL$f&Ot zM6wA;Fy65b)A*IN6A$^k8HX$^l;lkS7qRpD$wtb?i?Rz~usdsupM9;XTU$Va@j~lp z+JD{H;QtCA%2)-`uWHkJD1iRBb=+=j9Lwe`Bk=NT8q~ZGz#E*3t+B~_OsF44n_6i8 zlP+44RV$;NRxp~O01%9KLPkZN*x-^e4l8E$LBYJnkGIBju!8>K)7YYLG6Ix&->NCF zz;eqxwb`eHVd^MTj{{ja$p5*VnodM0lQRrVvgFAGG$Av_+GF}vZTMAr3SLHnuyg4%}0GuPjB`qVmy zJ0~($)I+pLgaiddxfj0tkVV<#egb7C616sC$u9&emc%k-2ojoP`GPP51fj;q`Gm6E zNwZ5y)&gr}EPIDQX=_+?2yi=m?-7k26ONg&5*#8WCGg-O!p-nS>c{sY6J+e24{?$L zSa8rs7TB;wB0O?g7VzL9LgWS1VV+PE6SSGj@&bomB0%aY+2siU^g;pB@o8BCICKaQ zIpO!s@zFbTLJJQ1$O9;39glzL1}PqwrN2Xm0FnMSX8PUkWmQ58UQQpz;-%92VK~yB z5;VouUlzRuhxVf5#jODKE%{nl5r3YaJr$Z20D%p18avA-$UG1^U&iuU2$hV$K0btq zIw@OI)e1sb-wBu1NeL(*%4eYx=D8idZK5BXF3Z^D9>S$JBvsDQWvsu3AZc2K4C2V;R4%zV8ZN86J$Q&9;-N{L6kP&2r_m$LeOwS<_U+Z? z3NOkzYtq66(*z|Wg6v~H3)bt%jJX-pxxpF|PykEuyx*FRMtl-e@7EhQp1kd}=;Bg2 z1(Ov=BPgR(^u48k9Mq+W9!l&!%-AoH04kCq*o^qw#H(iQdYe}7tjvBG`OlnoHqxv} zpcES{^qYiqyGOLr*e(<3680na;D-8;IO&zK{w{!G83Z)gzYs4yc{`!yyiU8=6j>btPoG$fGza9l zE99XQOhRhkkF&-KrILi`kb!H}gx1^muq+O&sF@s+g}>iw_9>mF3^sqts#QRRRq(lt z1yX&Ukg7zWJfDRCMFIr`kcE8~uPVztdE2Fo&COufaL(GK1Bzte$ukEGZjS%pHsbMG zQ9Rj~S7QJbvPaP1r^#H)@1*lRGi%=3VuZvF6O7b9Q&02#I<)AZ{ub?aKB0o}83iT? zX(l%!{GllwK5Hh|p%ig4ENE%^)V<*Uy*qdvTnL_5`MGS<8pr4m;zDcurt!E-OYOnJ zK*nAPepM^#VF37&2IkulqP?scdtd@=3lqU7*1oF12Wwu+EIa+~!9fuC<~0j2Aon>| ztn;?jkw?$I$%v=EwKW1jS1f3Bqen&uRG3-;iwiu~_;1p zOYe7j$VX#ERnIv4Y2MY2=;HwWmU-e)_wWgw1#9+cKAch$hUaE-7KprUS;e5>yGMJ^~>?km`T9^`;x)_{^gUMSI>5Z&2m;qV|XBe;i_SH*4-a9N2i>AKd1^h>)A1n z!~@%1%Ql(xI%UO_Gfqsgrf|W&V%T5wI$>Gm_;*ZafPfGG-aZZCtNFLa0s5MeKJC^y zdsbov92Quh!>c|W-xvN?O$Utwbd&&Xqz+9~tpp5Eh`+bNM;L|p)$k1v@K;S4>^-GB z0=I)aQ5hNT&Fg*;vrrMoHt&B8Dq}?sK!IZ&dhDpH??`gY0rlP7s|Y~7j3<* zRwf20flrH|ODJ=~XP_9LvI)rEVpaJS5b)tsEzVXj+LPN;s+G5eiaFYYX*dO3mBT=R z18r4n?|?FJ$*I7&K8Y#&TBz0PVfsm36 z-+r?!9S8{wt~Qfy|0oEm)&>O>F60*kZN zR7H7zhNG&jG!htG4VjW>FQtYkAmF>Q;ID%~RkbV(RGK3QRf}+Vu}bO@1gk|jylCZ> zb`-8Em$ryk9z#^YD>I0Qb;U-JDSscaWF#?2h7pIBDD^myR4$RCNb+XTZ7->}W1ygi zE0dF`%T~2aG!htGtWw_xYE+F?zzSK0r+bw3Fr2xo#^SKRa-EhP$8-vfrxl0Ic4L?R z-5<#H&737vjiQG(X+$tyZqwjQrEMhIr`=9ZE|6!C`2dR1|3V{zY=wU6Oz13hgZ~iW zIK!pw%V6=Kz`*LbubE1)WOOJjK+K}xz~pp^SgPwH7_L}R`0IA37mT7aCW9=3RL0>! z8)rBE?dL&%S$4BYRd0F(I%(av8c% zT9!WNIhMi)Im)|vp^FRQ-%0Cxftd=p+DbRf!5Zt3DCio3Q=W~Ds%@?YE5-G$gp@J;tZd^@&qq#*)BoUoK+yAi?+>`%;5c=JTzMeg10ic-(b= z2?i%}p2&vyjK;9qYKT6_a=<8fzydiZkM56|@F z41*1X4)h5;kgZy>L2H*tg_U#qlu06k1(It4$y3Ui7A!62OuLj&8N?#O#NOWp34<#h zLJbq8wjiNFgod`>OpsqIWueu+idGZueK$Kee@?+KgY^R0ExI#6=O9~T_K%86Q z>uEVMHnoO8NjV%k1X$Pa9jTqCjql?Ps2O8q0pamVP%z&0AJ?~9j!qj7+wJHcrIN0Z zbOlXhu_6)dFJOTzUzEv`FvkDRtugaTWVj&LXGyvE&V+WD%G`L49XxbQ~t@5&S z$U`2vMLWB}4IqmJ3dkT?+NZWQx1RjK2bh!9boo9N^Fh9J{iNO~-Lgg7HThI7zpS+r z9jE2j&mvaH`c=|Lb|`T4I;K5I$k|?c4NWmZ#@{7neAOop)Z6#l2@zXM7coHy2~C}) z+p@>hEp0sE9`cs{Aj&u6D7)4bNM7B*R{|UYT$iu0dr`^DUU|u6gzRvDDM4<5L3}MB zPAFY6EhTwr-i!dWbk z3jUy;pSCFlwvvbc5|WfmPDs`x+b zGmZ(Xcb&LEiLfJ~D`5+{wT+vU@@7FBD+ow@iC2$W$3wb$WJLc6=!~5Xcw3nS9}E;I z*7^HxpC;&OJ8Q4A$$tr+jFkrmVVOci(0v#mu*x{E9wZ>r7=XNUfZM=rZjki-;2HJV zL1|4&kU@Xby@RA7i39%`LCoP4a0dwhuDTZ&`LOrfYgJ8rZ?Qf&!@fK zQy53MOUdf)nVb?8w4R>)z>@X!AVGNLK;0rhR|qton!kjK8Czi;f;MXm2(ohrqruOe zez;JTaR6WLka93UK7TNwQRjZ+>F%}=KO@+gH?`~z1<02i^4{*V9f6*4NFj}`kic+5 z)p$ynHEvK(VnSIRXoBi!AUE6RxEh^xo+ucti~T53EiG*vP(AbSp1)EP$2#?tymqQ& z&jvgkFp3l(LQIg}!~^V#g{&F90^kVN2o$s{hd+0Rjqm6`9QQ>TW;maESrZ8upkL?T zxa@c!!xy!fexKio&4`IUiemG>@L)l^%6%H*+uf$zN0X^6xQs)X>UBdTfxvKEJ<{rR zIoll*(V|G7&bNfSTrzs-K9b{1LxcXN{}R)`?9dtzg%44H8AB5vCrNIBL4C)6MVYuj z_2>NH_>cGR)5Z;|zo%4j`;Ecq@c!5LQ9*pDB>Rqs4FRs{w+4gP-OgY5h9mV?HN`E6 z$8Ntfz~D7D4}SjV;6Q!0))uFjnz6xd%x>S(!X?HH8R;@c^q;N|Y1}ta3Myh+~+xOjs@%a})tqN*0L^DZ;XO_9KM@wn-?&a>_=)Lx#@+ z>9+qzBpB;`^YVL zgXpv`r+_%0D`S{vH@@3ELz;}4Wgjq-Cd~k0sP92-w-H7)RPpu5S$z+O5=r2}g7()w ztuC}P%#g9o$;XU@C?tVMIyM+f=-jKce(K5YcgJ!ArGbm2N#R3~6jJz9R>&;&rBxJQo=G!GRyPqE2=yxUo&JXVh7TlVJB?K}@CT>z>$JoH2*uFp{Kdw=xLtxQAI&I^!~=!9zmXjL9ko zmEe`gpbzv-@Gh#afdt`QCnW2;)tNN6o0Fr2p)(pvhm}w`fQA5pcQg5uK5Y<6NU*4P zhu9DyumKIM2Gdb1<>8CkAb>tYfJEBUWeH%QA;4`{a_j{=MfzuqTOCru2Lv$4zjUu0 zH(N)1$~&{yu|P@o=dsVNZZ-?%ef zJ}cpH&k!o0fna~_0Gwcy=(9aI8Dnc|qC#ctYH`4YlBIbd+AW8`2WT75nm?yf=4Nbb zaX^76Augz|cXc&y*_Cq=)i?}Ll7r4h59DC1B8LV_a>PeURVtk&iC&Be=8N<+U2T$3C}Zz~$K)`8e1U%5QJ4A#*8js?*0&JAT_IfF@t6=fBT0lO zvIhd}HH-b@h&DzCQyLjrA|iO;fZ-bLY}M!58k^g1zQO4;zeAl<#1=$*zWwN9g7Su> zq^(DkQl%N(-IuXo?O+n54i&V4rq4T*lfmetDi zvHcEjtKz^1;$bLIT(;jQcT;6_9|0g)EEF*!5o5RotGPXtnM3_w?g3$UnPxr&Jekm>N z<32E0t(w#app}diZ^opcRWn()Bs7?R9lgY(ke376xWkK78cD>E|2Vr-6JZL&A3?kn z6Xg0l!qDTS0--Wy6(Ya_q1159qk%-V2!KxKHV@Qjj47W8F>RTc z2QuA@5dL-Anc8N~k1ZJ!b`e-w96R%CnpiLe0e1$IUq|McMx;@K7enW z<;9&86Xc3()y~$tu2nt*IlG{p_S5}gvM3&QWL5*6XEP?~F{B=|TcIg~z zJ5{8<^E8(hcnawt;g^wwKdO9^?IOqi_oc~}Ac9ouy`PVpjc0$}ddSDSMl?SkTnqg_ zGo)Y$9d8m~V7g|Rc=VLy%E)N0KqQxd1KWyaWAlm-ma&04!J=R+Iv+}-T=ulNYyVVk zWy=_%;bo-;K4>HmToqrZP9kS)WC2FZ13=K7$D>={&uc2YDM$zg(3kPR*7sobD`3W` z0{{U7&_Hw%&uwizek!!cn4ZPEl7oQ&zm7*39^AerkIt?rfQVRt2eMT>xuyL~sFN`s z#OspCU?oZD;Mvkh7z-rVAqs0kKR{F8av7^jK#3IcAVKMjmpH&**?0yEB-Y!G!z(SS zdYb|Qy!AHzHf6J_-saf~bmu4q@36uD5#F3J;jUiP_!a`Fw~p1uf&-P?lC~Q2E`!8EamG+w0BN>D zXt1wPDq-IL_o&;aM1MlB9ADEfYc2r<{PPBXv8Jk)|kR-WA2JyY{oqwj=XPb0Ys2cwZ0W#*JLa?L&k^zET4c~o6182dX zF@+mqB>5FEXm5nCY->*z%*(0;zy^6#>ao$6Rq7hKkoaX}?PU>bWDrLc&DBM}%ekzI z=FlO)ov^(1Igr@!87DeIsHC^~_z>bZ;hQac4wiEtr;fyCOrwRMNpaFl5bVnk!+ShA z-4vU`dir<%vkFP z5ziJ%)0{2RbK1u@9)^1=mM)T`fk?%Lw{zNW{kIgJPXw`|{>P9K9W)+}NhUf6K)xaT zX<7Y`hy>z9VNpG~O)?2NmK7EqIs~}T?@UImhWf9d%ot_pSCy~&D1g4$@9QiW&z}d$ zG%|(&cvqwQK!9JvBMcv%UCWpr#rqM3IJ&kv60dZ`k3E=dy$2AYeOrV~)) z_*TkTboi!c2gn~Ku3ydA!WZluHXxAsD&4N4a(gshsCx+GfnLU(i^WidU_beY;JX(5 znn)&+F|xEEDMAAY#tVZnT`xwt%EMgJ8S^~!s%G#Yd|WDT9|>eEKmb5;STqo=;kj)(XAtpZ z1XsK-c>o5QYj{l2SSfs+GU_)#VlIma!W(#&3C%H-qyg4H9u|TsvqK&_U-QcyZJjj=1;wlKvH9XH*%ytL65A0Kckw{Cf02tIm=k!&&v~3O_^w z#no}AMX`};eNh2q>@@<0W=a8q?m8v^QfsMtdUeNq5~j<@2j)-=WfBymx7_0=I;*${a{wV;>Wg?}wR?GtT_V z;K=|$yF5PX^xkwDkH+oC`#bda+!whU04;e02A=EYvB&$|GwahzMNF14WKNKUh+w>E zo{f1jCQK4M8VBeX#z!YD3Dy_hq#~gjI8zm{ z`IQ8mraprJlH3rlvLp%D$k;F=VA2uFzd@jV- zCs#{6#2pzA{n2dYbWaAP_O&&}m@n+&p~ z(NLhc0E(A``44BL@EHf-SI1-8lSH#hlgFKLYt&WS1w@;c)3YHAtw9P5R4YuS4`)9L zvLWS+T6_+N0`LnA{z6GFXRR~FF8rz$9~c0>#J^IyYT7f&H_r&uWK6dUY!3$TR}B1< z(P%I-8(jQwk>f+Y_(b7DfkxS$etWV17n*nzO3Z6}hXQbzXoolX4`h$1f{6eFc*wq^ z8p%avHz)vCveO+&=KgPiKCkQ^4B%I}cnQ0EaLU)wN!QGo2=L3+#{q$oU;hxTpUf-2 z2Lt%`#}hf8q%RKqB ztNs#J%WwquzE&oL1JPZ|9Xe@@r$gRG!`IGqTf6kl%PCD9$~c};r4*LoD?tVKO~Jj< z>oiUFcA;#Bixlwsh~T^}IB7rV_(h+VFsp1$D`1tF;H?SXC;d0w5#5kZ$%KArj=q~V zgS2WH$D9h-Q^=6vnvmgX^L4!8Fw3*3XyZb*aA3PC*tS&K66sMH`xy$f1RA)cC+#%f zbX2zGo($8~J;_G|r!3JOszICxWnl=}y9IN;)%Erf!TG5u zS9QB3-<(JXRMZ_1LhFpFi-Ho4alwC2@c-Bx^{InMsn|I;VGy!1R*MVhBUrGLSHGQ{ zP?lSjOc!Zt{dOkH+6Kc^qXZ)OE>AF-mOKfa(XVmAB~O34DhXau%I+ zUU#q1xH)mkImfJ4wSd(jLf2JC7oTa)iAzOP@*MLeM-v@o&FE#hw*!U5VPQ{~_`vKU zy2wMaUJ1Datn)g4k=Yy~N@&d~zpLI7fhDJ%D&jJ5Ao9$|>A2=^q6&EwT7srGXa(nj z7AYl-2AZ`Au{QKrbC3TPX3JP%R_|+f3z5Kak)P>K8oTt5G*`y_gn8F8SRA0ApU_Gf z?Y3>~%7gY9a}#(|gF6^Nuj7G9m$Pv7dV^r@DP!x44P9u4Fvy_{~f z(S#XdN|l#`QIn(_N1fJdKD;daU{O+s3eu~-rZh>gKL{1g*hA%GM2cEaP>Ryz$<{Di z%%Y_U%p@Uo^CPn^N(f94-t-MZKkD68p<#2{<1!Btz@Wa9q)uead4BeCsSgzut7Q+8 z=!nv#hjvFD8OxSnY=xQB_{m$IKS2+VjXU+XiFZQ3D0a2Nn9&9n~Q@)-_l;l!qH7saFXyoF2KA3bK(T&T3c+t=( zfI%%>iSDQj`ap}il12oXXjhXuF50eIP*4g-(u)S|lVEtXa>k5hzC&=J5e-+=Gg-9Z65SF}8)*bU-C)|HEN|gh zv^ILM(9p%5$!lIu+#l=*1DAQ?4q-?S^+A)A9F_LNaK0#|1qG#xIV2D*mLBpH?tW7a zYUhbLDMfu;5WC(jy|FXw_CxE=)4NTP0uzL;7Bb=FbpCZXTeFgM3K3+&dDxqyEU}B0 zqy+_~i>D;skKOiRM~-;siKi(A4J7EUO-7WqiYmsN&Zv3Vp~-Jbq9Iosa;9b#h^`q) zJkVXxbTla*oU_Q-ilblkNHhwdudCnpo2}Ok)x+AEQhW(gmgbZei>6QG@t(YGb>a*cKK zkO}jupSZ3H!bQ#NP(k|PWJ)R21j*c|yfp+6SLp8G32hjnOFp-Q{ZJWOzRb(IehVPr zuQ~i(^?(pQXDf<^4JZs2SfIrYo%ddf76u6T*NhhQH66e0v^SdlH%-};=5(lIRRTcp zT?F4zb0~{DXZ0dMqi}!@Yb6S#TA2r>v2LW-Unj~WXOt5wA>g13EcHXD_29Aat!kFi zIRCZ!tH1gc{|_`DaHf9&pHc6E)1wLkfY;5{0dy5DZ4IFA_uEsxLO@XDxD;PIV8$)# z&#e#;glmRSW#x~kGB%Lv_jNtgR1OLx*Yra=8HP(~>aW1&bU8z%LOjr|YdRYzBeinY zEJHGh2C6GW#hZK|?$f$uvo+ZX`tEs5i~tLUXkfYxCQhl!%R980BbDtnr*+XX3&sR0 zn7Q0+V40bMq@6^}PBSJTA<0}o1{t1oF2%)VDEeTM}W)Yp!GXAzf+pxlMXU^V`*x7&t2E=lc*yeFJIO|X?miuU6 zx@dHH%!j;%L+A8PVofv-&@TWzR3K*?N&=i=fQ_<#IvV`k>4&XdwX$|tAxpZksm9{4 zzygm_zXU_zY90k7Fd%k)PaA8aMyy)wvQXeSXG%MW@)=o`&5M3FfIxtYlBNdpc>F_n zRaUh!a9Ci0g>19z_X(?6$U-GK!p4084!>Q89+Z$MHdZwb3k5w;ucLLSYV}&d02_6| zj1xpms#X_(1O`M`^L^w|)uOA91|~#TwbNc`QZ2e_9H66h-I}WY8`Sjuwp!~N0D_N4 zgxnCDpLe*)=vSD+iUWIy2uAdV?C)|$vRZG*0}FY0K-k`mX0WR9cwpdx=e^)f_MP^U z+I1fdOsGY4B!{{v@)%*YS_C98pln`tX!T~?4bP-ivzZ459>lYxyH$&47785ajc13w zh@6F?*qa#z$cO+tl)haqH&=@Q8VBg`CqCUmXJy7T_7_p6S|sz)z=V-7e&gYhvubAc8T}?`dz)l)+{({WKof!g8Z)JeF8)j0UDqua|su zL~t#pm&OAd`USfcGBzaofC>iKE9L?IGU#FE%n8S?V1R&cWvA&jVW4V#nq7tgHli_q zNkf(W|l$F;|eWUb5*u5W<#=u^B+(ZC|as%boM-LOw`Rb#${b{VV67A7PVpe3yFG3+IfSzoslI_A|}*M zl0cw)@^$~&&=?t4KT5DOWby5CTfRw4X6mMZtx$%H+;9>pA%g&i9d1oWJx+F@ub`so zKH624sB#$_a|Dp4FN6mBr{X1_J?<>#6oXG#E`r8~95;m=>i(*P5pwEcxdc8kxbGEl z$0o?g!zRFD6LzB!yRFLhf00axRkGqG|L>3A6zn3ap%mwLg2hwr=*_5#|E(r;c zQpWPpApznD47$;z``e!GZl|QkxVJh(ijV=4gtp-9jwvaYV+$W05+I_(76oR=X;E}A z15m0kJaF(Mp5e8p&3^0j6&-1()KtNmVMcz-jG_n#AV*jdd=l>6m4uHD3BC-3|9*FO zyEK~o+fpiQk_Iw;k&tPFw)=NG)IH!FX2ITwKP^q9kOdO`HX)H&c2wyRQ)TuaOOqgrt9awxsF?EACr} z0crDHiRtJdV=7j??6kWh+U1h+u;s<7kOdOmNmy+sB}#rz9nEB_b!9iR@Q@*FUtg$p zl@98YRf6EXoc1*!fE;0Tr110hw6u9!PIOH3K&syaC8VB?yRQC%=f5w-qYH>2SLiwF z@ptDr0v6 z+-;t*jGhpU09io*b@ffB|E57H7avW#y)gM)#?p>@T}d4Rf#Jr9 z$#2(aaRS9Xd=!->W11B2=^fJcQveFqTPL07>rv;R@gx09TWEN-pOVpr#{$1UJ7NJy zDTxm;Du}Q6k5D3nqk&xU%UCJ_Ld0m`K(&eoS(R(RDmfo z&KLtKA`Ee%;TqmJ;A_~!OV~5k)$qPxv|ymQfXB#Tgj;586Tqv2fpGx-*~$2jx)cYE zBR%V-uYcV5ZZj1%GXl4Tn;iGPv>ytvA;jI}gDD9z&Td+)LJ0s2`aAX&$XTF&juXM0 zNp=qx7h5WCDV-YWH05+a#%)+3n%1tI0;1dq zU*0B>=xDsCSQ&9Wgh|Q(>_YOLhktrNws@?^{eIjBr|Gz&y2C^oiXYE1Gjip}SOSf4qyd<*?)>sht&rGv|~ zl4F8MUpkCXBnmkRvHtVy(T#(gLoCMz(NsJhHz~QR?%?qyWD}~xspdU19{XrE3iw|J z6cFV$tK>iTc=vHijEsrJ5Gg5!2M-Y>b=MXr@A4#)2=DEH_b11DUMrI4h|XraSSa5p%fk zS<+DERYL$dZb1pjtE;WfrEz(S6TOA ztI_K5#T^ZODqWCgY=V{;s4_7uNUzHmXv;{4^T!L?jOi1JlAyJ~AYPZRJZ(~@Ho=-P zjVU1#tQr-RJgV_5u|fl_IHf(_ayZxasd2Jw@}oeEXjLD;VWuOf1`1^#Y&!X#XNi zqt|qHX?Xg_7T;odte4pS&o5uit~WW6P!-kWX1x6L8j|BEC6 zM7h(Z?j7Is)8Idp(%tdkfG%VRj;3bx_$-tX!G1~rgZ)e1vCO%&1ic+F*w?MN$~cojyD2Z7$T*K@ArcyEK(I+GtHN$kp71br(PCB> zuweeo3Tgk~%A5AEjFFs0iFH=|5*$+8v#;4d_(8aYKN*q{yevkE41k6N1$JsiLCqkX%8Sk|>K?Bn*2>7>Q(=E}n_?2O*91u76A!iNQJ+BfYV^lVt<8G~y3da(q4 zsk_+9I=_=PB>@brSK71(N|C;%>_o!5=Wf0w6d3NbyR^H7Iti^oTdTLn*)Ua7b-|a> z9b_nN)e=k)uN-j3h~@N5Bor9F(j8nr;CW0(qBv>aX@f@xPrH4dy&X0uM|(%%Z4Vi< zk`7mC>pq@A1Ht|#^#LH0TF~tS}lBMJnYE45s$qK20I1>+N_-`ma70s%B*4B>>$}JEZ#O zcHZDa>XimJi)8HCO<`&vnCFA$=ukRf#?gl)EaL$6!+l!Umsyx9N~?h^ZmUN#-ommK zaWxQdKQTooEs@c!Oj*KW0sUNS&~JD76q1lUqyDAg0S0`Mp0=6wgG}O;r8ihW|Ck2k zQTI2a>ZD``l#e~^1v9|z`Vp;6gh^L3atWr4VUU3Q!BM9t zC)z8@t8jq&QTMPv7|FO>QC@=tSBx@%0`^Cv4o!&2I8(8H86+UTKblI|jHARUw_+Gzex!S2!on4$ zHAq1IU_9waZ>Z?83J0hkP2!G3MR^SpkUyUCxzeCVRnaE^1?+Q_?6*6P+O>-9y#oXO zhjal-SFQ(F>;-8c;J!DNC0MaO6ABPNIyvI|C70oE1_{U?o*dCMmjJG40}W(wr!yKa zwEx&TZV&X;s@#{qQLocXaO-vbh_3Od@6)#Rc71r-l4_NVUZ-Qq-+!Mld$f9>`}mfi z02yk2RIf+ff)YJTnMA+fT)nOm$OnDWlIFV<8(5J0z54$YW%F%ulURmp9qGOLBZ2pK zbK!N{fA1kZ5lAIYUM5-HrI~)Oz9|srmFN^5)-ZJ^x>ib^(2Z2=8f^R&;AD4pYHWj>A|C2zRSKB{$ zvh53`s@m>*h;oguDq_n+l=FsF5!)W3Owd&o@yJ8$F2#;r4^bX0t}5fPhxpS{WcF8QnzEd-ds3WSn|3z7dG?)|GEOB)Q?TsvnCJCXVX7 zkSFB+Q*jGO3uz=4Fw& zzKS4|A!S))F2r2*>ZMKt8SW&>Nbl)k6xVH9Sg1P&1eI0q-DnXmW2M%6y_{NsgY`1D zoYd>>4&A)klkHT7nE?=xny)P?2-p5H9`qZ$m4pI$G=j_6ny=mu$oRWDW7b_q!^^ z_iRc4gY){Z+j`yW=v_zkdb8gj(3-Jq>oauqQ3AK|eyTTZU*nedwd!oN>Fi36Zk3aP ze0kI^lwXn5$DQMWXsMRR={mbtB`1{vov(gJtZrZ%6z-5#MUTVPqvdJq=G`s{ZJX~% zPv=aM@7;Tl}}AWo=BG3@Hjs=|HfW;1nK{ap#|U zKZra0orj2kC%E{T<#H)R%Y}_)G=ocZFW|~J>VWqH)y&rb1>I#lUazM%qGfb508qdO zR1jXm^YwbPvYByk1#cIyiA7G2ip~Pc(78C3f`nF{8EIa5e-NaJ$+#@-48`1B+<81% zm$OuhbGZ2`$01#PaSk^J?KoucU7W);+m1t){^A_&;!MXOXK5DaaAm&2M`gN`RL4AH z2e5fLtTGDH>zA)ulK%8~KR6VI^B6E|ta&g)dok z##wqt_6gNQ=}QA&=U0wr@;m7Wzh1#<6znk zcGxUdX09K*3L46~z&mqCYqQPG&zT{ii^x)!gQCQQ-W(Tm0T-l z?KYm$Ifvl<>0%_VrL&4qw`RFzb7*6b4Rgw9qFfeJ!;NEXm1T<8d{9<)4Hm1i9w;2Z z77m5Lad^@orNS0k~z_Ke?mR>lZk#h`-`I>7|fi4%a z7ejX~9MG2;CS6qox}3FGOm-LPfi5SA7ejX;9_X?$UJTtuTcFFhu^74wvp|=v(qiZ? z`rW}r>eN*kt6mxPDe34mofnaV$c*GdfC{^O_})^~-GJ}Q=ttsLM*zGPY5yePQsr<~ z{#{Cr$zWJl>umoWvYb&S6xyTd)ur0P4FInuY#|5yOC@&BkRq0qYN^Do^i#yLzAcs5 z6?KYOj_a37?8^8u%9yGfr5~U~6rx?t=!RH;U>J$-X&)N8A#3=K$E$q7+|s#R6T9wl z9nkiXgJ!S-vJBN+o9o-LM;X3@&SS=g4l8ew9StmudBMIA?DSiPVy?_Q8rc_G28}B& zk4AQimOlMbNC=#?=?X8;0U(BFD0Zg@ zYU5hUbI?ZC%|-Qa_0kf^SiLBLb1q9Dd;E(MxB|BX(sLIja7AqiWZ!5}0$0duRLDFX z%HgEamI%BbM-zqxD5{~&s$F?Y#2I|imIypwZA%2+F3?VHiNM44dX+5^c)Nf~Y>7CJ zhv(m?fHw!^G0|Iaei;_V9Htlf+Tcb&x2Oi5Ek^@-rl%3n2ZC=2XkR6 z1Pi&|+@}ORw6s{`Bf2$}yiTZJ5=0Y)0yMQBuCCEw+4E+bZaC3el2ReXp!fPR2!KDK zUCC3v>qrRxhq&yvjF#!9)e)~YS zHSVP>Og8-L+^vx#a9$LV1l+S15q~gj2OeDbnVv`4$48>WYXl?G1h1spY}VH|7c3*<7oUQ!=xZZ4UxkO7Urwm4g;`P>{m73FECGvwWL*yjMP~%U?BRql^A({Ggq?=1VEl^ zQ+1D9r1?zZFaUeL-5Iw=-C@`Q%vXdShy$i9@>FNSmH#<`9SDF|Ij6h^uD$7Y?!b>t64N7aY z7MHz#l!8}?be5U0G-6#Lg7T6}TUMjAWx}cEtJw~S^PgFrKH=}9p89+>+d@F<54!Cj zMfZFSpn4r(=eozo(?!RY4g;_k^pzSlz7;^2b-qSKqwoe9x03OR{xXR0^V!rwKwdHf z??erIEAvGbhXL3N$llt0BWI51Gy^*@P2Vw!gjQZHlfqPhHYk9;>Q$K9_-Hzb@&(Tq z4?VcLg#+0qcGAX=f^!xpn}_F-Bxu;tuK?=L?p&n&5$RxBlISfFl?Wydq-*r;30(zO zvvZWbIp&Mj2C8nMV3v=1bjZFf553RVH8KDI{Ghjgy2uogdfkDA7emY!*Tf3c75+pW z65bYYq&wmw4$arhGML$805C}X5#QDj1fw}^ssRA_@iDENhk}C5E zRlwG38YT(&`6ikz7S%wF1)7U}NI&zl-X8|(;O7gl{5ItMSdCeN#hN*NoJT$0T+aG%KzU;58ybn* z{-a-o=9@NhXmM|Jl@c@PnK0%W$^?*e7N|q2GZGB6?o*&TFQAP_12j-w(90mTumA4v z{!WC4`C2B8QdcN|{zQM-l@k>6jbIw)1tMV}7hrspeOi$r~JM)D{Qr@iJV*|N?{p^&0>^^myUz_hgH}7ko}jE2O$b0>z5jGej;jXosV=l8ZhPqX@>STO7cjQ}Ddn zAv|zC!zgHl0obdwZbWPH^`E8#)oqNIk>;D@5pYTSoyg_ za{vdl1P~n|n6CyCPJM7dD*y_|z)xos+uDDm`=BX-C~t}V=)u=Cc#}?0(g)=0UB*<{ z_a8LA);nX>+q1QYt=Ij*Nw3pBRB?0s%jB2Y>VvPxbV)Mx-|B-2-2)@6RWcHcNhHkd z#tVk4Z5%cGhn+EbSiAPL`<7gpNI!b;O+|&iIa8sP2Y)DVT)gh?IN}YS~2R%I^3#w#H8j}KG_Qmtg$?t2MG#N>WSlYi==6gxWUFkz@OHJ(< zLw;M)kl&tZ$P2syn#NRbDHI8>D2Z>#U&F6z0uN*M5jy~Zk+Ci*aNA82_$6MK#&|<7pw?5O8RVR zIW)xV{44Hb)fkoG?|%Icb-KW6axkFn>Er2;hhQ}GM`alvMl8wuU|r?w#y@Do7DLW% zZ5z7Uj;5 z!=1nb8ix??C)fopj9lVOEgqTO$6Ll<&A#+sX4fBLi~0+7&HK3ata(cDiaqK341nLatdM4`~*Q($t88E9u0;c672gFc^TSEkfyiXRxW< zR*GFRgUxqI2{c=IsC>QlQu{hleZ*n&!9NI%N`^bO`aMAPGw-Jx)ho^RnG?luXf>E=HQ&dT73^Jy!74%$kbMzIBB%|ZxE z&b&`q_tinC1m5h^hn56>U88joYVvE}cbY?%gRWVo<2kt&wm!ozIo|Ovv(LZdEi1Gw z<;9Rs9dKyfIi;!Vm8atvf zZ6)Y+_QsRriDd%V?6Zd^6Fw~#D}3&K*X-C=k*`p!E%4S7P2sJR(ZH0MK$)#+2jwz* zH0}1GoT_DQ)%@UQ*KKOp;iT*~+HIqh51QyZAZHLbetZCDXSB6pS#tNZr^G^(0l_pKW!4 z;q{t`)Zxq~n!3t<`2%D2rD^egU)!ZYt{wxt>`*ETo*t`h@XVZYh;?QrUsiKHf}zN_!ey%?NZ-;bZXp`rUdEuC-t9%5G9Gtjs_=_!TsJq zwaA9P5OemW?#EkJv&EVGcucdJhFKYU)HS4?wA)L3vgziK5o(mj17~d zg6ynqVu^_MY7?L8UOVC!M@dT$33zu^w-?a+c(bbyK@&7r7ihJIX1^&#UZD7y9!4*M z(IL!!v#qi0Dv}Nu``m7D146?k>VmT)TqXe3Uekg+?YE*?X5j!OQ-#_A@VXYlztQxH z{fP!>lXp*=>%@!=o27w_?a? z?n9`!AUVU$ZfIX2m231_x(gL0f6qQEcuVSUj?xNmcGD5Zl|rA<4v%n4hb=i8?xbi_ z13=S(9Rz1qD2AQgd+41Urv^hGYuwTY(pCAdDqGl-)l!r!gCs@4@d1ht*M$t5ytkIZ zvgz?Cx%Hx&q%H|by0gGN59&*rrb6J%ZYWAK^sMcul{QMNpg7l*!ZZoa+0l7eBwV1R zHX~Z#eUI5kn^}U|6GK4Jkir&~5RUNMGaGi}u2lY2@wAR}fq3+I76r{dd5_er6t;RQ z1AST`s$OB0g6=F+P!P<1mlo4HsaZ8v(q2*0b_ew)4x~#7OZt1FKnY>e9KZGoRbtN0 zKXe3CpgQ>hJ!22X*6BVu+UR!F;WKq|HXvh~4r;VJZ=?)G__NPwltODWv!_Kg_-@;hIpxqgkzgL=?7SMu^V&m)+kTyvfs8`|il$xLlr}KT%ly39b3$g) zk1os`42IG$5_@)cN1L8IgXX6i)9$M!5EANwXJS$3GkOT#tDz8YsI7U-xA_ftm$mK) zna9}_)<2aNbY5s651VFObqMkTJ9xmeD^J)~wP(aq+fo~yl^d)J2qlE9B_-K8GE2ir zK_UOPCkCxj_0)o*T2YZ+=}nsWBa?Zgu`?~QTs-7(I!3p6+3~^`aT~T3x`D+Y5oBd)x;2YcJ1Y~-)C=pWT>d=*EN%R%G3^#@;uB9 z);mhNU7-_1A{e;Y$ItZenO$FZc8KeE+M7^ci;|#4Q+g$xoijND*x9GlziCZJJb!em z2E<#E*AGlX>do^7u6#yDdcgCA1CzwY_~9ljA1=*_Sd_8m6yjh;*A#37KU)hI{J3y* zFNF$cIG~+f-TYaSuvpalCdZZ)4Vbe}w(+On91SJ|I*=<=&$zVD;+ywn<)hVbjXFEG zZT?jC&-y$q((xRDA8JYxB87^owLjX(a=#6C@g&nxsIpuRsZcU7%&vQK@s#DR3V_NZ@1-Q;Z3n#iFNG@^3WN@NrqR^S z22C-$=1I5fsL7!&TH&ar5U!LvIAUj@cLNhK+U)iY{lmkc?$4?}KqW@kkMK!UWfoKB}Oc}?xypeY1f=VCEws*8K! zc*YMg%Mvr7@Wj-=#A04XN!o%J#W_dYn|3V+J3B9Z$OZ-b$k?m0zI7H33P}c9j4q3~CB9{b|v#Rmd`1ef4;|_JlocLwOoE%&~B$;NP)uA&V#6j&g1m z&W2RlPC=)*$6nAEHY=GIh@zI+jTCfa5(Kk*Ud+PYC0hIVQOn}Xw`b;d_IL!iM+`w% zcMkc~z$PAj8Ui)4t!skW-#n&m^EBX98y$2{bW)?~F*7~xWcli^S=i4_^>o5gfSGjm zD63arZ@LsV{kKK^(2A^Rc(xEUvpdvvRv&20@Z>G6DDvQ8hlVK~YK}@IU8J z$o7+DI~XYC*l0eI*f3nc;K@3N9$E^In4@c#8mvMRgIvgbNC*9b`ZLF9HJ()iufYZH zmtlF(jvaM<%N`}kr@sfIUi+8-`kP<<)vx$}ejD;1`K5A3Z3boCqnzFSp80D(vH*I1 zN7dx~qPh+XmFIBLvIt<1!HhQ2>1!+7o@yqA3=22lu)J4SHOov*r8V65Bv7aI)nBVF z$Bvb08v|3Xc~6NxX0H>X|2f}doDk`F<9?^4Da-?7M&8SP_dQinge=eJkR|HHJlLz@{DVa;sv9;;5l&gOTU&v$iA-TZF%$;&P7=;+0-?!XGnoe1iYrE;pyv8q$- zkBslukZh&IoUxE2TqmDn?Vwx$21aGTJf+7>S3d0>$Q7+Q<|)r8t`k17S||9~?|$Sz zYfY8(nbvTST~!qq^;z3B1*JNq*0Jm&<{sywZ>ypbVQV`-Y{f>h=q3jOI|7Y@zO!la z6e-QF8~;$U=^44fsDl+|x^}?tu9U2*i@^~gcmYG=&Aw1Ei@wAvGiQ9DZP4HE?rxiT z3-;$&mIq6g<-sq7vZy%}9Vb|pOEkE7OWtnU0wG7q&LC?O^|rByL;^Hy!E9@^%iy@) zZPNq}A4?BTDV5B`maVXdkhAqoM^O9fIh}kTtFhgRV(+PK5W%HlCB=UhwZ)r#@(j?V z>W54wrwvQCPnRCwBmlMyY9j}AK%Uf-6RB}&%T9Z6z47iFXum$O~wCYHPaFLR!ddC)SMhO9DcQ>YE(yse6k8mwt&G3=RSM8U)=~(Z@m9{PEO4~OQ zd;6^@_8~I$)ra_+5=dD#662Z`V_ff#lRK|7!vEXjUSr&RO9zxVsTk^xF|q)j-R6Bu zR+{ni9etAVfD;&zJXbtdQ!X-yAz~`SW@L^`xo>Qr-c|06;3#9# zUo+-yQb!t-xGcuFlQ_P3O+8LyUVX~U^ty$`Gpk?hu1X*2 z3qS;S$zeeog5&UQfM$0e>5EC|%8bbo?O3BOm$$#3C@<+JljbjJ!r;*qBuB$mLk~Pn z=_^JHIJ;y-@S@aZL#h@-s5c+<21-H)c=_lvU7)3QK*wOS%Z5`et7rn!^_+f^a+nAU zXH;BDVW5tV_=F5I`_>Tcm^?Y=aM1t%|NTP6V05Z3AaIuF z4yQWz=QmFoErZrY3S^LGSB+GUc_x{Mw>VgMp5AKjaiSvGM<|JvzLRxYDr2O#lb7*S z;v?!DtP!g^+(5}BGzDpSk)Al}yj8t1$ypM{P|EsUtE0o2eW(H^*BNqPPS#Mho37sm zg+M|-Z-ox((2O31H#$oqb;xN@1K07PW?w$)PEJUE90#StliUb!QU==Yq@9VC{Fp@G z=Y-#uIEi0ql-z;#>k~4R)JU^iR9t*#k%124!iD`_v;Ug1!G#H1vW6mb-A$Kfo%d+x zcJFlD1+@n`yYPrV)ieRAcy*t4UG?kx`ZOus&7%&;_?4n0D=8c%sHZ7Jibv+a>JRn| z&K1qgLB+-`pSh%Zlramu*+t&e=69T~X;zxt><-CBhFKJGiLuLwL&(`W_m-a+A|nI) z)tV8(Zc7yG8EU(Yi^jW@$=$cVP+Lc5o+fmll$w5fbd{*@Xlfdzsnfo?qnENl#<(F> z>}lZHEw%&&54+EkdY8IoVtZURLQQ+UlqeZn4wIsIa5PEE0?;=et?@r@VwUND0&jM4 zm*9Q>qbkldPBmJgcFBbYM__yMYy(Zhe15`z2_L5G}jYd1$(eB!5NJWVHoM7=3#_6rr(3NRA&(zLSf zD^he#Gt$uqGma6AB@<`j5HdN-;5B)(8A?Z(v;S9fQ%{QSHc{u6?b&0svN4!WhSQ1K z%|T%r|9ZH>!wRg&HxuP*s)vTl!Ut|`*P*u}5@mD_2sk6GAwMW>Zq&9nbRZQ9~ z2QjX>ni9|zH`B&s63tGAkz z^}^?NXw*(JFL(Sl7@wbHT8gRqYjv1V#?*{~KW^d*S^0a_ID_=5xe`o~QrsX?%15H6 z4MgddR5Kkn$eZ{zPfLrV-N@+36B4Z88V~%{h#&FAFV+$jO_;*lh7cbCMs}sIY7coz z!EY(g;gVNr(u`yH{28`y+R5xWFzkKVM6g=(Cr!;BL$ktc?b6bZCa9rD92|i>AWH2siYn^ z4j0LhQLc$)uMiQn<&#!(IHm*QlB1*(tRtLx3vOc|W}j>TjqG!gHq2p`MZ%vM+xSg` z?PJgs8-4Wa<+;`&=Q86QVSa?pXcXy1!(b6$lZy;WGsRO1VsZ(vB=Vz930w;@yS70q zG`z&WPh%j;*KWYcOy^p(B6UdTwPg!iGW@jT5c{Ul!~)IE>Cp#+Do^dv0;{l4NdxLU zHI=qS-;guAyupxO{uJf7>+08f%j{{O+8gBDDj8`y+AuIM)BmOIO}FE^ku}lNRW6Mj zHBpkM?V+k%r<{^Cxa@NG>APeNw(b!nmPnVYr>m7DlT?;SW}eKXWct^60Q_{X)%|+s zN$wXB2mrA+65L9u{KH~q?)^mo2m}IwKtv7GT}|UAm}<4f_ON8hy(o;x!rKYIq%u;7 z5IBaFI;y)8OmQr5QbR~945RnYZtZVpPcI77AV|~xwjbLB1FO^ic6!jt6x7H_+xWT^ z6hkOHiDnAwt;77~s57Z-R8trQl^dEu2)bT3(cHPa^kqedxVV0VAs5%;yFwYFy-n)A z17|X2nI?C#mFVxLFTP>I+`4w#cPBHD2X!C7cN}QYxwdfjy=OsI9|q9=O8dMpai@2M z0=W;@sZa#;@wmG0YcBBq{vKKBXg?8OkS;+=W7_gr4Rx%Sgx^g&A;7p#rJec()AcE! zZAzB21fndbZ9jh9z>AT%La5^XC>BK?Bc&-ChpM2{g|0;)eFAu`yXmihCSOjW;y$_? z$}^8cj^u`Ho`QmG3S!|@B`TKu0b0PrN~+K@;QRaVl*kUvihUtlh%D9e5~Ul`jyG8D zGEst;<_XXCnx_&Yy^rK|{W19z(vdDq_}Iv%rIVmR$0VQ7$|a^XxpniI&sS&&KAt|k zby`spyuE9Rf_)=rJq)cz1({nn_1jdEtnu9iW zks!H_P?R3nu81D}jcj|^3j9C;?Of#^IsA~>m{v3w<-qT&UmS zWQJ%`vb=a;!#&Kcr0-F3yPhVsFx)yhCWoWRUeLWl!6UiFNK&x9&WXik?c^`S4IMN2 zL$zACp#A`lC0$RI`wvuu7SS|g-0)->-|lm+U+5mO1JK_Gu;XeWzXbzFhgaUx@%0!q zvht^nX-vqEj+UR0FLd(Uw!C0AYe&;d_}dcnP;McR6>M}g^hQV%V`QnIHns5+^aR%tCv;!yP-l0Eqrw0Xz~8gSNY&U^}vFkKAo9`riT@V#*^L; zlT*J?iv%75p@MTkWPpa#bet-M-!^%8HXOjMg@nZjv3Vwb9@80roo)`dW(&Et0*#KR zp<6LpZeal*+NoMtlH$VOj714p?vjoJK}Q3J2I3MuB?p+;<|9ZyHiFl zyZ&8ILJy!iM|9~RB}g+?4o-ODj(dAM#1t*gRNanG#Zs|oW$0!0KM@UyXk*NFN(N-# zlh3pT358{2X~vX~$J6CNm1o1t&rORJKW}bfp>mRRe<`Sj1ovrxuGTlwxdXA0n3N7j_zy-Lt!xuG7jFHR)oK>m{a4kl zo+8_;6c9b4&Qa$ltJg}d9iX4!QKDREv{AzVqpJol`r$^Vnc9W*Nr#jM{hB}op*MK$ zdf=osFP1>(` zWM~tCR8nAyFipu2n6>>{grXLDq6SR%ClTb7gXSn7w#jIaWuV1=MvIpi3^KRnHj;*=JmD^ZvQvkFkwW+^mM zR!F>|FRMT&Q10B*aCFYaU;NBHy*1oB#J=^=QY+}U#NlGEQAH$oMGwsHhZru{lhxfn z{!z3AS3<{P!0O6qivnTMZCn0b-$sjsIu=Orho;5gF|F8`tcbUWiFr9i0TZKP?LJRo zF{IcfDF?$5I`q*q;-i-Y4GLbPnVzn#YQbx7$m^5!HKkw;sG>A$N{RzFixRZ!$x>)0 zHe7w|)l6>}tij`3s(?surL=u$97o^a^w%4~7q>^%Gm8qv6DEq1v3U@>@FAjDUS2e~G$!!{@lDmR?+%+Zw;*SY+P6rOQE!tufy9 zgi??x+d@3z??Kub{JL}kh&$!iTEDV^z|Q^z9v{>Sv?K~U7!_F4lmy0od=Hglux}IZ zSPYb^;NF1gfvp0Q|Kk=1H~S0g7|jqNg6J!RE+GCFSFcg(uO7Pa-;OsV1={!YYmjlD zN<~AGtq|TPffT|`#oR#0{BwhQ4zV0##7J*}Z*D__`8Fp(%;ofoQX#rbU_v+z65 z0xp%I+HMa;^59_c2UB#$MA5wUv!aceMC&*Te76p{S%?Q(E8{sAGwu0+P+jpXQwR** zT#hrssP@A7aiQZfpg76)l%llL0(v>&!%R%WMj=At7&a^>>?LqvrW`Tx@iZn_`O>c3 zI$c_%s}V#qv#3`LI|(`hm+Opu&RcOI4jyk!<&i4bbOx^w(aaGh9kLoT;b+~M1g^<+ zftl4M2waRA_hkfxj>*xXe!O3yUt5?`uD=%RugyJxiEY-*$d>6RV_D)GYlZ~bVI0Y~#{ z`v?v&R4<3xr%UB3=cyszBFS-P)Q%zGK6oS?RGtI6a89?*l>S19ZStXm?rp z%jp0eM=H@ly%;R5wBKeM#|EVP)0$AJluGs4VDt_4+Dse&>OKM~E#jKN>BGDx&+}Js zv=nrMGJ#vXYjO<1_T_mmS2*cE9OdpV7edPm)C`=Pd&=l>S^k5kN{N8_J4ZAWbXOGh zYqz8Sy{Q#{oXO5;LB#!+^}q>d)lqJuKVFvB&s4=G%9Ka!J#CQ|o5PkbZ!ERQ!IPPm z!P+*sDB}?5)l{i2cj3kCR$;c~u8Em2A{*wo9nd{yc!_`Nboa10(z4T`dp{l2;i=`A zo^6lWhKioKd3y~>>_@m8Me(nx8YrB-6$C$Gxzphi@1KEVAb(1)p=6_)Y3HK(`>S=CtXawses$Bv$DZa!b}|H@dzK zTNAexzlFzE1u-*l@cG;^M&}hwYLPsjWdI5+O-wKi8rQn~%@mye2Z|IFqjy{(kBk0o zANpkbqo5F5Fccu&@01am5c;*u3<`Y2X*UAbB%A-d=Z7!fS#AmkAch;A5tM0EF7YA! za$Z=d9wCddTswohktZ-$aou2KJwb(~*$~T*1qRAv;;6?D0=50oVE3ueLf1nDaWYg2 ze6eLI3nxrb4&%FNgE_=yh%Cvzy*|o=~D+Z#9v;wkk ziBy%MBuShN*?vpPj~5y*0NL5!!aU2}Db3=#^Y_5z_jHfNM(HilC1si0_EoD z*L1*^^>L;}L`}0=Y|IoOLyzGc$prI|(hXl`=SM*!Yj0+9SSpRs1SX*FDi^)prB#*gC-IM!rwDCyiW#XF*}XO0w%6%1-1e6l z0)TrL-*HAZ3g`3-s!+$K8MK!4QQB5R?_0B_#d&ChW&qO7@^T;n7bwD;Yh`l_ntW=z zV7YiCx2&x}kh1>{&053-)&4&G(%8w8b#LZpi|v?yU5C(OxkXrggqm&-0!9DoTcM~} zSQ(`~DaEt?*A7yB7;0^nErGM`BOG^DDLuIJ7ZQ+prGiX;HR)(Ea{gsYN08iw2k^ym zL=(FeDHWtFm7yzPhxY3isAe5J#d0TM#WE@ycS#$E7&bX|B9p+*ffmbFwv{!=+Vzjn zMy)sVnr2*l47|FC~n3#4(S9I+6>`RnBSsUWY&Z;#guNF zB_k)I0nA}a--*`J|yg1}lNRcXK8 z?(LW4-J+wDH?Dcuk!ZgnNGC8NF5qs zZk}EekjlHAZ|c)==MeRk5M{STSE226EX*4n4!YpRsiV+73*VpkjCMbx2bG2=17NZDa17DPSV z0t;zAw&^av$LZWgGwy{is8tZ|@O#csZL#GF9qWauf#=Ren#g)4)-Y&al!9W&fWHgp zCuU0Xj#0t&Q`{Pm&0oiL@7?19X7oK=pPrt-2ggh6)r29dmh6xhxYEg0*L8uRIxg*5 z^vBAoJm$%F62gy12s3<1i$Fc2P(k>k1Y+ZsI_IRNbyRoZAxN;D=l)e(qTwA%}xstsi2<}QGV`x2&6{!FUiD^QxaLx_0oK+Zt9E7yU3oxZEq@IM-X zCo$d9J9G$O+SqDYY1}tt7$|kkrEpY1ad6HBQR?`vWMcf#)j{mtwH2+9}ji4hYwqp3v#wl#ByAdC{(vuR%!jtyJdh-GJNS{w6~Vt%8C? zk->CEwPFoUK^)pryJBBSvzy>5@jOKG5MHMvaN8#Z>n8Ay@j?E}Z4@woCajYVsGOvO z2~@wUHh5`AIg4G+x(|J+Bh-|Vg1Cm)>LMa75-j)mz3K8%efFrg+ub^CwnkbNQDr9N^&!ehFeL*$M5;7dqf@6`@I02@+g*?9l}Cs;(*bTJ%xAY z63*87Ou<_$$vDbRUGqbD2sM_uZ=Km;OPRUuU){ ztdJrAtY{R5B(4P0oF@^|ouRdjBMev!mWUiVT(YUt3!9ZDQLj$wcu{=~wmNdWio>W8 zO=8obL5|EU;+o1OvDDs#XwSCH1rBfk&07x82y((zc<+0fTX0Gg^M+c zbe*T>-YsZ~Hgr9ryXdLYtsqFSTKH&nod?9?V?vm=zabAEG4KGNFDR6F7#$uQyj>nV zV&LH^Q%HFTqn}$bW*vRSa*Ow69ZE+(h4bl5oM*@*n^Hf5#jo5Yhr_GA{PCTvo0~a-j=!0k>V#Lb-b!tKJ%* z?swl0UU7X0Oc2^M!5QL*YK(NOTZ7#L3d&~Ig09E8MhAD0U*Vw8vNfx&H-K)ASb8|A z=pfSDR(_Eg49U*6G-nk}#d32`7`1w^*WG1uK_f`!I8=eydhwQKqeXNVpKwvGyFwwI zjVme!-qfNck+wHRFSYOiW~HEx>8^R}?T0bWbG||OEVS520`7Qsv2#Iy!~mMajbkBOFmro)0t@ z0@2)bB$)M=wdnjN;S>z!E1 zj&>an=AlqXDW9b-Py=#C`GO~)512T=6%SEyPgd2^q4jJ*sD&!ZDZv*0??yMLM(CMn zc@n9sM2g)d)Tw-|nia1W7l0aMr@$i4=E>?qas&mEX;)({*+&)mDHXbBQD+9s&5;^O z31Zb0f>SlwEOU#98bG&1gdag$ro>sWa?`2B;aj7_6~~=>B4>z{4`%|O5IQ`_)v%u( z;92AMPU`)x?1qG)N8_p<_>0 z?-R{+rkRew`R&QJ-m=N^(jumVgl^nL!9lq_9;!t+uUiOZWPZ6<$vZa(N$_zrm zXo%4aVLMClv>LxvM|B@Pq{B*7jv*=F08&j25h!Db7SoIsb&)7|(xQ)4ZdmF`W|IGc z(A=l@_>{N@6JcC^+nc=V^$xgn2FH`hWlT0}Kj`hiW!%TWA%c_kzR&2)2C+|69kEtE zs~|H}nGwMjddpVECqPq%E$2v zBZ+iIw&%@Ia_8?0_Zw(hIy*0>Jm#{IQ7LvGND9kKvk;$#)=%p0g zS@K4LUIh<7tyh-~FHnAzOpzWi%>3}yI)(IWAmKh*!$;cTa<=>f)Lq&{_%Zt;lnwBB zCFSwoDEo6(vlb2~UsI+m4LAQ6+8d>EbUx(>6$TsHqp;Auf>Uselcwu8uYJ{=Y6|8) z{9%aWS6rTk0!G1wZ>sx=NZ+`2iw4h3Ihp}{`aPvC(A%4GIZEz4&9!eSl)|1Ey`Od! zB$mc?3Wxvwtw~vvj$4Mnlk8jWKB{vEc`R`F|GiZXo3z|T;u7CCIbAlKQb`*#Lm$6A z&KTRx|7{I4Dqob2r0pFT+xF5#;VwqBB(T+QT$*4ci4*GY*br<`8QY!y8&CmKp2`B3 z8q@8jwU1gH|M1(_{N~b|B{f91$X{UI%1H*<60Qq@FT{vt(|#A6AIEo63hGvJ{pIt2pN195)gP@)6t<^P((}Rh z5zt)>btZAeX%9)jXx(7JI2WGkpyK9;qB)I(6s%-j+ql}K%Az(RqDA5|9PlsG8`SqJ zFo-ED5H<>fJy6fCt}PWzW8X3j+g-ZPRG)gH>GJxU-f*yG^;?U|;&koV%O$_AkrVSk zn-W^w;`T}!T5N&bwfozMJLT@yJ`&#oTm@zJB zf$SJtB)4#%zNq|m(5oBVE*gyLXY7Sp9)-CP;M@yXZs|VVT4L#~1Rhc}&s*iJ>=X!U z%W755ES8(+-FDiMr&RfxE-ZL-Vx*J4>19RLv&}6&r%#dR&d_L)yd1Asa0amiPKd|Q zKo|Nc4or4E<)dzYs|j^#?UK42oRhxvkUh35*s3}@*nfwDXiYGkXps)fcYPC42w{<{ z8v$9hm>%ENLvyZ<1kcsnxu@xQ_KFx%h1MNMO5rGK z!j}#ts~^|YcwwZAa1yG30~r3k_1dK4H$39&bSjh?K;-P9EAc25wn~)49Ti=mFdyhG zR$rEU3muvv?}4x?@jXBONDdIhp!%wE^PXZRps|If%#rj+wqOraVe(nkRT$RkoonHI z8}GAv4)V(idI{8Foguj5?*qP{X+)~vDvTmE#ptNxG80USvbOdrr3VQkCg`#?h8h93 z!$TXPU+{xPCME+MHDC#ZKMltI0mLXw;Tkm7jzA5rbD{6!4 z_MH#ba3`#JMyv{9B;keY0YrNgxC-$DY)2PN>G0lk@*dE8 zo{>T4=K;1@G_}O6wexE+AVRY1cQOhi9$rhM?ZcNI3-+J3la0W*s~{I|Gxr$@x?!ju zHeOh*0`2KN<737@h)j7F*e`zg zgJJ_=2Wa>xBp?s(Uk|U=rL_j^uG|kpCc^~>n{*S6&gmWRyl*YBakl35a0GN$ur;RK zhoC5aeJEl&JdqoaS8%8h^B=z)laCZmM?7G9qi}YUJ(ZY_>b_17BbW5lvIQCRK5CBOkDw zrnWWJ#m(s+HfjLBAmSI_hlBeFK|}}D1Ij9mzS=vg?u=hR1pab}2tPHhc<}d;4Whq| zJuF{ON9H41L`)aXGWdB^_Zh`pZV#%571!WGKUDQ6A)ez2cgVaX<;b1m6jYX)NASgt zhFjN=76a|q4x*GOis$AZa3&0Ypw4QNDf(S9U0Y1gjtUEi(oA1ZNG5=|ur?l}E-EWW zinK%;ig@`Ox?o{v`&s`09<)9z(pv0MAxp1vpw}*UwjoLp#eMiNeyRpL9A6oXZGQ*; zR5(0Mo8987WSSZ>V7OBc^b{D)TA{XLH^Jo@sY)gMP~&>mu!7B}?W4(1Pen5g+WlvW zB9#m@RIUkp3J5H64w@@~B;u%N3f%MV*dFK6P@O;m4acdBGJL7o@2+c>?Or5anox zFY<3;H0(0iB79~1oUU^D83*JzurS1NdyB5N4B(z1pBa%FR|zfj`&s%@as*r21zSzK zJ9#xSpjdA10X0;XV3w)V^gQjREun%3DG>6xp8OUk;;0{lTcO%56`Eu3-V;`2ULid5 ziGDmu4~}cK&sr!5|5_wL7_dyJZ)i;72uTzy&4u&+C9I|$^-`NT*g`IXHWaoEl=~MZ zPe-id&ou{N^@uj9cYH-;d{5lnKX}<64Y+bZEbdJ#o&bw=OR3P;I*>s#O!oIa@epnS z+yE<`hUerra-LBEHk6C7GSfmh_kP~*hF%A}!EzraB`73sG0hI*f=RNxdM2n;B}}fL zCWlCtmdaMaIKXv_$>6$gE$jYG=>L=*gX*qH(Pilfiax2}&_o??^3QnEP#H3{ptETN z0(X=>0*~Q#_S@txL3O{q%kYPMcSX8soKNSyjO#B*1N3va6>EpB;9F1$dDZK_fJW7> zs-vOOlc!+h1+x=R?j4yPXtm|f`F0gdQdTvbyHMG@F@FYKhByJ+#Db&jkb*p}o4_iM zL_S7Fa*GcHJI!5mYR4yiG_5PxfpJBevPDunw-WM6a>W|6Kbm8*su5GcFZkodt;}!w zAtYJ~f~rq8e`TUz7k6-EG*{Tu%*QXqCfy-=RMi+ z1=GE#q=d8wbf5l!?Hp|9E~!Wg-Fw+f3JahQm@YV35KimMY9y`497$Ur zkT5lvCu}MCzCEkxGeV9Q2t%sHc0oJ>DJe#AAA2&gK=^a~Y8AfX&ZF+Z?ji1P(MbC) z_wj;;ctNnHw^M{KDj}XBA6H&wj5pM>vg(1$|s+|^^HN2j-nHEMti{6q^ z_0Ytzb5EZSuVZ(Gw;FkQTI>q~M1zBX=vFr1B6y%JMd@gzg&y#;i+EOzlB%T^ePHbm zr4rC|dVxY}jVN7+CcIURDOT7U96!Z4^`TC)|0-qxt^ED1Lxd|dCmCEQ$dbGJd~i6C z?J2|; zzMJqRhW*M;aOHG3n`Q8mnQ2#WTZU(q zVX|B746Hl%U}Mei@6)+-mUzg`-WE$dUd2fIp-W)kOxRdUi7ZecFqb;(Qk`kjwJp}* z5Jv1tSuh>7Gl7Uz#VyqTGy>z0EbKIclM!y1FUW<;cn+I!lyB)Ah|16Kd-g2;jGYs~ zl!)-(@TbnmKjSF$B6p2sI-VtJE7w5@nv#*>9bw700edqJuK+3dDQ-i(_uEW?nkR%r zlVEDV6Km?u3Je$pmhNDOzmdopyF-8!oV%kD(Op>2qY}&-=)RK*S;Ci83bMMW;9l?> z98V!C2;x3qxupmGfmAD9Rhl?yV8Z|@9>@t>&-`6*bc#I@aV-4|t~>oO(7?LI(^3vW zQp=#Qp;NVz#v>_xII?V&y_N6_jKt2?Zr^Wgjl>i-u1XAV+Ln!Lcs06bL05|$8(Iay zmw|-i1jjKGU6&IWF6FGC=`cccMmWbBCsp2}-Fwb1i8Oq+u3-eY!<&y6x6aC(AjHIhbmobtTc zerVzIM(2fHe86z0JUy1Hlk`0TbxadmNpNah~IC&>njwb2(J20@Yvg) zHrwLlu%vM6(C&=vL054pOuDYW2eP&DYlV|}nf-8=cqi7bzVEI+#uDjI=j9B1n|8BW z{p7^%-e9xlVs9l8O`YbEWG5saqF$p`EyNVc#JQ^Udnxs|8AT|`9S^inpG>5_3$p0x_3g>Et) zAjNQtLclCazF8y5ZE2cS5D??>k*@SqJdQi%X|X6QKJSj7qXf(@YVk~-?^`)6n4xM* z(CheH30W*^*7!M`wgDZZb>Vq`_qo(bof7|5@Mp!9rWXH|1w{eq9t|D{`uiFZ0fxna zwN85I@f84h_gX7MBFW<6eedN(Wb>aDo-Vse$ANQOZH3fB} z9d5+cBDtmS|MmWVd-l(iZ7v2?pMH*;=g-I)W7^ij_q-M*5R@_ki0+v#$`)cD znwE;Td9S#kQLwagVoGP0ojM)`5{iOV$GZ$24shY7qf}fh*F+f_$G6XwLGwUmpJm}rNo_S&FRbh-gY0AgOE0MT0cFer^er0zm9xG z<7-2Xn!7d_?OwliU598YPdRM&KCyL=sZQys_n0w`RHULClJzU>n$r$zkrQAlbJOtM zRbr4Mm*HskDaVo%$T{XNCsHlWHp03BWrq60-ob1T-C3gV1&C(Rh4klaHxyg}$BvP2 zNWg_gjO5d$beY*0A}9@h`0dXAu9e-wa&RmU2Gp$(18bhn>aJOBKWZ=`AcvGetMBJw}CV#}byhcorOsCx@(|**Ge7{*$^d{530W8!0si&9GLyO#n zP|0+m6v3aS!wPGGjv~E&OBV(t)x=X|bR&q}-9r^S04q~U+)Xtq{v|9Zr znlp*e&0)%vT@^|x2dp`883i|g#`(j(7PB_n6%9~#fjZ);rZTHT@dylv+zpACjC~VAP z6LLoez{#hrI1TF>Rj2El^+H%pBs69010X70=-(#tY92I)x7DyVoz-H8LN7zceSaAw zH~(<;&f0BtC6hFGS~)E?8!bgrT8V+RNRcKnKce02wvs-+ab=3Z)FIuKJ3dAU0$(GC z=Kd}`Pr)2;T9oz@ zVg4g-tu}DoMdFG`K_u<1)f0HQzKt!&NSp^v2c1Wn9;!eM1}!>2V%NBpl~yN%f}qo& zhUQ2(h`^|~m*jk^f*YQd6(&DDME;6YAikU~5Z*t?ucf33!YvC;8tqjd@ClLhL?B9S ziG+Msx31kvi4cUlF8*8L9N$!3Nq`61$=stgMz|p*a4tNpO2_thLEGsJ2naQXBB0&M zFNYU!e%;LGRj?sL>q9oLCX~B~Vr3zZSNNUUIwzkHhL4zd)8nmVS>8??>5(KNRDQ1f zcOds3z8N9G%ywt|yoa19wD`cX*hIa_iS_@sFka#7>mf-c15ZD*RYP}IlHOWtWNkZ3$7ep3vY9lkmhCBqPy*@B(h-{yz`R+Y z6C{+US35jyeIdHHem+w}aesJdU_ZxgK)zzY#=hKn*@#C{7sBh%*&#?jWu>qZ2`gB@ z5ZSNY@0*mOxl4g1S{Ux8k^i8NbPb*H;Bd5+-{!S&5ak6SgX_*eBy#IaEuAS>`Ueyn zjg%;IbFmY`Jd7w5?!%~1dLZqNX{hevU7^I=he(Z=D$k2_Y{SpdB6~=di3E;{337E% zxe{eUkXN)T^!Y(&hpU>TLeXOTU*thCiIJGqyZRP3Sty}$Ss9^g;GA;U>r*o%ExZ6( zP8y)@2D)K1-~l5sMIO7o?j~I)FbjCWSojIpzAFA5LQxCyU#-fNh5H(e!oxHMmt|cWWBMKML(>JU53NarpL> z;0=eI@ybI^k0e9B%>BsecWF7r$+YRY!rA$>o-GD{JLzy--7R+6eTT!{@pBLhXh%7(} zkc?(5SZq_NTQqn6E`Nc`NvwE-W`wy0m5ifxUvRm3L8f4xOe0>0bLYNCA`z8UNuomI zekl<5NUv8tu0-Af;$#F2`0qp@rJ-Qr41JAmujg4RY%He{77#bbc87QQMfpacBd%g$ zB6LSK9Bu~rHdyXmTH)~(t?Uf{jZL*B)14Bh@6+Me{t#kciyxa|x;OCLXX3}9A6ENY zFuevlbRFE&tB|rAa$BWhqlwBHyWOo^C0w3$R_kPd_8 zF03mwn<0N6Y*ruv!Xg$bGg-|ugIF~1+|_k2mKCp0Y!yBfJw$AX3W8ny5_{(?7c;1! zI-L9PTXOMib;n4O?|(E3fjALiKxL5bi_8{j24P5{+y@&3OtPR;0zoSWC?Z+Ob_@)_ zWr6M^m)pKo5ry?9X5#}a0vgJ=)ot z_dGf1^}X)V01k}-*8^>9BFTZKH)8E*SUmSZ!WPACfEFqozB)kC0m`HpCJ3?eZ-@O} zmXpE+DR5%oaEKE7M;ZCyA<<|1gy{Qn_YF}fY}t<&g%s2+`f+^bzfHvuz2V0)wakvU zjqqMZEF#+f{`Q~#(?8LFojb z0v7a}5>4Vx&J)ea0J>nx$wfie2N6+-NV$%Pa323qWsWSCBY9-w>(?(97N+~L#1&6E zn;D{-@=Sv|`|l7T+N6>(O5q%4R9m>E>3wN%1F3XMB6M+^V0hG-&@sUq(oK;x2zB9w ztyqz&v=%K(i;UEe+`_*ybgHc{`53m&;9&3Q8O~1OJ0=T7}=5{kF*0ts>t^XH1M+k+MfJ;-0AJ$PcTyT7^JH9a<)67xXr zr{gXml8-x zf*SG%;EuWJt-?Z`*_Z?f_ii91pj`PcaUNl0Xjf)v6?TWJlqOgpF$JzoCO)yDz+fT6 zzz`reWqGf++ub^%gP2K&B17yD6*gN+hu)+YeGfL^=pYc+9%;26?BPZ!9>oGGb(T(W zjRZ@w(2YtmT;`xi8xP?Y9u0O83A!s+*|>2h{d_ZBS7=g{y8J{{IJfku_Y-W4J=h=J zy`wQq3`oU-XAcUU{O*QmVJ3-*Wt-IB93i4rf!s&x$>-+zX2O$*9MzBHQKCPu^k2)F zpnb|O`7!k5y)%J5u3koicPme~?pJOhrffIX=@L%UL`DZ6^e7)aGVs;2E411QO&L{- z3PGa4%18!XyGR*s(D~UIlY(^;JpxDqb2yZZzBbk(x~q?b1}y1qxCgh9&QzUOY?vtv zLmX)14zZmy1=n#49s;Dhq)fbeK0pTC@B{kbEHRJ^b}CF*F$(F$*l2}tb3`j$f__5} z+IAHLC{EVq62Ulbo(Z7+@RB2|FWPV_6c|XCi8olf1D-qeh|EY|yI?_T0(R*3e*NUL zudLH(DFuBu)7NkT;=c1A7kZ$pj5J?Ab z4o|(vQZ4wBm1?clnSp|w068Uf28~5v@D}bY7$sZCCZmL`nvF1S`O#n(mN_6(N+;;~ z_RIVv)LUZ#y`tSA-=i5N)6Cm;!DC= zCeA4n{vf+Mw72sLt4n>%1;ML3-zf>IThX;#j%LkH^urn(loyVS0Ds5Ls>UCV_nUY) zR3#vTB+FBSggYk!3L7ob#W-boqkIFnl7);Ke>bx87I{laq{>gf_t9*u{IWbIA-n%5 z9#aw~P}hcF&@H;X*-E5D+e{hzHrQ0md;APB!>F;D_Dc(s5!XF%r_m=Q)|MzFj+6EsyFt-}a6MI2DA$M91$^AAtX}+_)jXM_5o_l)eyr$b(a57KVZMU*H1`B&M6@=i3+Q)uD#>V2g ziGWE;7krVHV!4y69u@t0sYXdV zAf3l8)R#xGgXak(Z#7uoW{T%JfpixW~LQHB3egcYK8eN^{OBX&z>>pvun>7_}Me+&{J3d`#U(J zFmwuQK;mBIi+S`}X?Y~~@j4jyv9S~vK~_3fk)nqsw=2FLLi* z^O@~@4uBda#+FI@G*KkKo@_8EQ_WL20P@1iXld&LPTer&C)wfEsE$-vj;E1{K+r(a zo3#0p%1g0TVW;(mtqM3cum^O^wPy5i|Y2eFg#ME>-K;B43LBAx6 zWBvRyVz~>+t}uR$E<8)0a^-jnB;%~3AbUjrYpJ9Z3l>d+EQ5t`^zCdHwh%#jSG&*P zVB^pTYo=D=`DWl%p;d_&K>YzJJ;8EcZICwOC~m%d<7sbDh?ftQOp`WL4}292Swv81 zn{PB{JE0&)I{o(*z;mV_10J*vzLVS1vUKwDwYZNo4%@g6h#i*O&b5set&Fj+7|iN=pAh)-gcK( z@dc8`bPsw1NOe)c!>A)m+0YNS`T&iq`x9%O6imxV-cuzM3c(N*RZA!K_mOndo&vP##C?w{Z@crWRBoO> zm>xU@g3XAUf1ZBKfS^i!g()DCWtHb7B9-Zu4`gi~58$drXNxDC5%|KECdsVyrRUwi zxN|iB1ye&eh}xW|hI|Y?8|qo;{HeqQMG67lmy}f-z)cA*c!ECrxoKZPn@%OEIPN?( z(0@t^YJZOZjRG4b{DWU#bX51p&Imy~<*SR6L-bh_5QORGSpK+uIwAmC{!jtd;y* zsyR*y(^h4)C?nusOUWScF`wY=JWT2yIi0&nCD*h~g>_j@szz}6`@CN{ET|SxAa`?0 zfvpbImg?Y zK6j-Ba?AG=G$nV2p5lz(b_@%eXBsV!;!bdia5f!I68i3;4b~`Z3a3F6ggg7)4-YlR zD@i%C&X(01v+hx-f+k{&_HnxkXWRZumV@!jEhIaH7X@d9R(}rZ4YkO$ZWWk$cCxC(>>$1OgfgXbqhx?Dn;I8ssrSX=fOU^Y^M;})L~Ua(!6 z)XM%C_fNSHJ(BWL$vq#eolfHxHk`S{It|mkx4N#E`z!J6;V>yRx~}e%DbX2XrRw1t zXKHhsE-!GDQI^v&;WmgrB7W2mgnV6Oevn@hE)0q~^<$KFP9YPtIgPKy0_1^R2(qFm zMPd!KD?=Mxozq{m)$yO=+b-FzmW)F8nfb;X!e%YYm7O^>|dwag3_24_@60@p|^ zPc5<#)_|t)6wuvy%Cb+nqLrQ*HdmH{DYiH%o6qZ3Z+!K`6bz# zbUi_XeylJTf>D|q^=W|a@{h=wPHfRJAZS&o9uhwO^fvhTla34;mH{mDagN#l6HGOT zj-&!GBUX_7q$?~7DHdgJ4an79oR84`9SnpJ{^|`0f0eY|VofD{mRjrs_e@g@XLg~f zA+31|;!Y|Y+I5)t=ft zlfvYR%Sy9ELBMjCh?IULmp&55!$c*DzpkfcD7YOWvBq&N=VUndEza9}UBphBUG53| zh%J}tv%=7nsX!4No2wnY=+CIr1*}ysLMMe3Bsyds%bj|xu;{n*2a^u3A6QJXr@@8o zq8c539jcuM=YZYv|=ba6C4g$ zbKAAB5Fn%a?cj*l|%499%u-KTP<`f;<>v zR#H(ZNTUu5@;*${$?!+nPid>%dw44Y~iP~^~Vj8yZk)>$xed1 z-TzX_Is;Le*Jqn6Pa$M6c5dw?+@iUa``C4%sUY5mq!QvR-48 z$jPf{jX5a~+P*35C#DXI;@;Y13I1&m)pL&2dYTiX0QasD zcWB06($W{lAbLi%`25#`ASDfb_f-FQyY*;)E zNO%5;XMl31 zolSU5d%c5jcOup8Elx%hv8GQUBvbI^GB?w%JZ(Q+dBiR&UA{?X`KS9A6URvZSP{1ZHd3bjfT=7qEtt)LmTEt;omeCx65XNjT&Au!*VBJ#S zNGXAjsNRF4g5;S8)AZ5o#!3d*ox87L%G4)94ctT#7PU^hhz`mfT9bKp5w4@U#qW6e z;LR=5F~Y;XC1L?N3rH1YXZq~IGZo%_$X+M1<~-%(E#cn~7YV6@_sG1blEk6I{Dlg z`kRthOeL?MjX+Qz(7cZp(c2M-Cazmv6I#~#in2Kz488X)x0=r`n@wDIaV^lQt>|GI zA>aZYAL<$;52u=1-qU2nv_)Kz%2{o~Ohb29);wLTrk*loU<4zym?rEUO5GSFD}`Kl zCIe*Ht49~U0ee%>-O8H$QlZ2n=)wi#>4Le>wXG;w(Hl|y8+dLG`e9V@GxZ}+J8P=_ z&*MW_6uZ`sZ78|V|Kj=K0D+XJ3h7@*eyu^6IoptE$tOy!GwSwveuy%~sZ>}bj3BJf z+<*cB_uf;X?o~Ms*Af$p#35P{!IeZoz(^^Z&f?jvh&rlUeA?UTjmYCweaCc+Oyb0m z3sHq-CgTd4T_&fYyOnjVG$az1I)y$6BUyjF=^1)F^C0H2-Nia%!AEp4VT)q!Woa;@ zR&ZAyv-%)8X@qo3bSTVU`Fn&m zn#`1GxQ_#yk&kFb1fJgky4_WNF?}qFo>3YJ7oMetR;xXzOUxZw&Jg915k(z z3JUXj^B@74Pp3pqEDc7xSSWuc!E9z8Z{gnw37*-{8d%287Ycai8xNgh4s^39s_q!7$m^YpYhaUUct0|CKs z|H6$!P-qWFop+@QhSc=Fqkcds`F{W4Wq&j{Am3&6SE`*zm91&I&VwlkGc3hkci;AR zL0mIEkbt-g%$7gt6&D!%NuYKT)EZ?IZ@kvH^6Rdu-Ph&fQn(!|$GOlqMC}YwliLDj zXbVT-nT9C>T|MH=AqZ_qQ$COc(KCGzH)LKx>)i_1 z%4j^#$@Z8C`(%4oU|U@HV*~*BWrTJ<+>n6helL6O??&C>bB zJRS^P5{3|$I6`s>J{aiSx@Hei3QUES1n;B_S-j3|v|N}%kYgYu0?rMfnj2;a3i>3_ zjH_3~!1+9Vs6xq(B+zz6+UlJFe0EG88ao0lT-LQEhlw{qHST0is7?kiP@vkhvEb#1 zi|Lf(aVF|9aXQUy_8&2-LQ`W&(hX4|CM6fI!@MhwThfq&H0ogiwHqg`EmB!gPVMv^`tc_Qh-@9)m74`+K_?RHR9c z*($YSsFFlaFNJqx>9TwjMz|Fpis{bX!(AfI>V)$}#CIT1E6tuor4BTzZ(zi$u#0L# zTp`_swWGC%dJ(uwEp;uEK)KIxPQ`^Fv2261H(1E!gdd=^p<+D>)HTYX%+KcLXO?at;AwpV7XTHG%@93h|F<~44v z&W`EeC}QQ^+;`URK73f+7t+gti@iB>m*RZyTFSGJf> zusgQxE-ZmjBQ)C;=g> zwE$ji``2&G#n->M8^Xoc-}vBU&B}o8CvCZbLgN%sPMNWwCb;}5&mqYCtuHJG1vgD1 z^4@hu{XhV&Vg|kd19vq94EF{giga_IP1H#5&!)vQ(EIZ*?zckk&yX{(_JVnSXGro7 z$rmpI_w%hAU%a7=F@l#dfYESE?Vx;AxKg!&Zm%ubpo)mL_qnn7^BaU7<8-pRL)Tfg z!9k>N-MI0FbC?mdkvA}jLw$)(h}TH=l)jNSW|>Hd&IDCVq!nr84a_83GvNkIS^5Su_(RVcrtqCj_%CrFQlUOoue!Sj3q!n{e%x<RHMSnSmm#qaxbhOAzL%&s8i~1+}xXJ?p046&E*EdEr(ibq>0(QKPf|J zeNV5i8gJbG#oZE0h|XO_zAd`>#A|@ouN>@5USW%&3*xwXdE?rRMDlOHv7!Wm`<-Wk z6lJx6>vYxkeN5-k*7GCg<}u&cV2=2wQs6ySMF1 zF#|~~6rwn8W1S$C=EECd}{f2&thI+c#wERF@=n8h*&%I|jCB}s-Odxhk@r}$VLSI_N zJOf?mWf7q-p_ct->De=;_3Rn#n8ddnNq%ijoHit_ngD?Ng1h)@7&xNsStZ@;Q6*>& zl;tE@>xY{@nil84K|%ca^}E{A2Y~xM)BiKN`T@DPDe&LlEqvM|iy024u;|JN|M~TM zx<(c~Ejy$?qoqw??a2949$Kmiz^&3S;xEk91Dwbbt*suMFi5}$ zGmgUe08{ZXRVZ-fH_&+K-Iz`6CzTQbWOILq6b51E@HuLCBNR7Ncdg*Wi=LwV0Zk3nEv$JmvGUsDu)po!@L$~wEF-$d2Q%~cPGC_<| zbb=YsHqzT1P=;hI9|*Js-^wQPEc2td&4n}thX?)>2QLLK{1(RgK4;`2VBsK&=8(i% z&@9F+aMCC$%TU}1*sW!cnN5}hlso^_qtfVqhdQ%`8TNrS`aaY1V zA2E!R-p-*J<+&j)p=TY~Er=owFYd?tDU{;4#Wj4S_DRSIOEpLhZ|PN5BTOww;axOU zNhLULZtcn1El4m@BtS+nctR)Vlb?l-;&?hqdrs0J8`@}^(q`ES2mJ~_QS1yw_u&0P zj)$l*7yL5_3-1h%P-EesbITeIg@cB~ouFP$p<~f<V<=VK+1G1qT0AyJ0YEI;^(>&qYpbs;B7AMMDZs{@I}{EQ#-8S5eoC0-j1{qAh$wUj>zDY zt)XP4^EYBKenfQ-mqL0RRc8se(Vum~DV96;h>$CeE=w|et$-{Y98IuUWV6@DC7D(i zBBSD|E*}ul$I$jHu6vhu8f!JGK5B^s84`tprG|b%8$@%cdAQ3s{@{%MM)c2>d69J&wY3Wk_do zi^EZokT3!nK0STOkS?pTj|=H$)C^Bs*dml4gtiVx6v}aJ=aBtI z+R4mEmITiDg{d_#AWk+8MF_?O#?Jq>4lt>ypB+gIJ(fgRt%mY*jR5j8IrW6Y@Rivm`ZbkMq6F8rGBdOhl zj0eb+2+Ey*A1@Go-jmNJx?za-IH`{hX`? zo*Gr)sfA@045wn}dMI~69D2B>e~1e~`xSprM4_WZtT3iAF`^mRLNry0_Q)c-_Yr{` zGB1+hN?KE?b9X~o5ij+XqF^F7S11J_o#_AOUE&5#mk1b5UI3ZhXV|D6ZqckaZ7syD zrHZkc-}rscau2D-5YTZzKBJ&9 z2p*Dk8J7s~5S&k5Zv<)}eF-1-gks}xKXtm4USF=STchjo@mC9cl-8(+8==AOn}$uxHpt?bvA;!m{CTqrqb%8{ zT@l8%`$$lXE4I@(Yac(B;VcL4K48}FG2JP=kw!wN<$9`xDKWjL6cEv_L?F{E3q#Bm zswnkg{u3=@|RtOtm#;S1{!n6-I? zg9E@)^L)fCw{Hm*+TbGi`xp)a-VK^QZn3)2o4$#4B;CTkKRmkm6|8?Ue-FBFRw5b` zg0?01EDXWI&BkQ6u1<*}toxD<1@$P9VzTH+GVzmq#o=$BC7cl>>xmCGK&NbB)j}qp zKCFI<9!d?Ig5xA=XcJ0ZM|1DpMfEGNL(!<@yTFlJLJTr-0UYdYj!>%uyNRrNZe!>$ zh7L{!&&`VyIZ=8mo-oIlqUBlIg*7Tz0!`Wt$oxf$Q^TWuZ2t!~m2Dx?Ll%DtXwk-c z1j&c3fRwHPDYp@5L0aX+@Mzc{StdW<9&t*;3#m((FTi}>ulXI#?2 z$Wp;r=7+C`mjfk(g)?dE3A+h54&*7y`7Pg8ase9Bg&vKANN*`+MnG^DdlPX91-UWy zaayV6rO;H&8}>BvKDSXSF*JhT8223~4RJBGCk)^&p^y&X!d(r22L)S(aPbclt-%#QYyX`1A zbmP*}jL8=u#}z^OZyQ~{IKuhZU|;%TWcf5hSa9?lPck4PcabGc9&%hakwu&oEwxxu z2^sPQjTF~yfBh2(I=Bkumf`uJtD#Uv`W=WZ24b-6sq}O@O$w$-cfm5WSlygapXVJ;iUS z_JN4Pe1NY>m3}IsEv&4ZTc-|5`Ma1%N*HPn!O1Us&mY2eyfk6F53M z9N8^WLH9-uGUk{d>78YQwFVg^3YV~O^xjxy3W`W2s=3M}ShRG@$Ltz2hoGeATl+)W zire{8Sl(h&Ye%34Or1UFMtkIxCeJh67i^4~QEkyex+dr+XcNm_dg=`ZY9UO$Lx1YU z!i4?(i|q7iL3Z+-3=>R$rJZ8A`KOQYIh{2Z;X{Xa2v>}G|EI3gboR7JMw{QI~&jf?d&I zW3s>ZNgmN%SikeP5D%ZSuskNG8a%goZQViy7{Ir^f#sIh^}Cen0#e+-up1At^+C9= z5%z)t(H28HO!mCE*O1(Q#wLt3m7)*{4Q=P?Q%rLqWs!I~8A6>2`53wRF`mlNucC|Gvv4W`-I!EFq= zX#0h~s3l1Vs_zE_%%lccd(~uivbb@=vUiJaobZ;gGnOmwm~OOwW@y_8+1Y91hRu6? zvF8iAVZ%Y{xEO+^SZLIDx$};~%2617MZyg(|0m6O4rIl~23czS!d2Z#PeQ`5 zk8xYR79loMA9x(Mc%S_eAiFNeXf~!C%7Q&dz+m1T*W&oPW~gNVu~aJ+^~rfvr?hih ztipjoSgoy%7)dK$N;z@Qof^}w3&U?TdSP2Gdw+dP*A9v{whUOTK8(C4MPCIFIJBhRJb&h(jub^Z99D&4V}U$WtHD` zjjGW}>>ExvmUJN|Vd};vG+p4_l~@&$c3(KiM&so-Nc3fWoC8f^d}iIuEfVTwyT1YI zE^BA#FsKKfL>!ipbcG6Jx*a)o7|=Rcm%96^L%AiToZ7$V;b_PGHVH_{QEj*Ts0R|| zP~CYtZS0LWHYMfZ*T{!uW>&#gilg3$(Iyl(x89p*dN-D?Gx$2!u7Yn}XRi;KP5{W1 zousT|z$A@-@8IQ2oLZP>6jlMr!1)SJ$-yh{&Z;B1-(#C}I2s?0VSWe|m_RXoEXc+5 zv9LQQhr`^Cz2MPL{jszcr;V`A;RMZns+I3)X8=|XhjiN@Zr*u4Ch_%LU?YUAp{6Se z^Eh(BZIG8!HauJ`d>`4sW{D_)^uicLabAX1$q+A$gX&Is+f%hj=0M{VQbg`FuKyHf zW=UQZ3KPTs>2DQa1HrO8KYot*=!#|)U4$Ir=nMMiSmEO<$Tz4A4~*W$2PaI~#cFx~PUrK80TNpe;^6I%lu zreJfP<)PrsjLj#yhKB~EThgym4la5QM*CCgx3H@+eNY2*3-U!udtuz)rKIq=j&Cz> z_-)^4i)7}_c_B0Ae6?Z$T3uOC5TSz`v@9H^5kDbk*-8W>d_tVOMyLvHi&M7g9QH^s z;bcQdf#5z64umes&mD=Z#fF8JJKN5}^(SqokIR*}wQI>ITgQcA#a#St_0iL{yRx{Z zllrQ#BX|Or9p@G?uv2-;f@c}?b`DLsubHv_4wsl29}ejphl&w&NIg(64rjxKRFb`h zLrYl1{-iavhyFg@{iI##-^a(KA7`Pf{_!)OLon4=oZ|ZC=a{bd(pEx(ZO$JsF*Q}E z1hG$P59q-(De=^L@(H4i5^lp^&6bM%F>c(2Smli^~(}osq{`{c_v#y9RltIxS zG>{Yv!JHvJQ_B>{x9kZQv-i769Q5=i*-k7debpFae%ni%MKTN8f;^ZFscT`dOzA=) z7&>u&oxd>M=pShW2^9R;5+ooDtMW-V2i?ed-f=VZ~*o%UXCoUrLGJRHZbc7>d?t|oP$2;urC1*P{5f}J0iZaE( zfm^FYTrk3>>oGbxi*Tr!C13c2Pn9Rb9W1{z%N4W{qscbAY<#0rBzI0p-a#RR{wC72 zu_l=FEp3KH6gv92cKU#b3rbSbTE&Qn#qp48Byyub<4 z3vI21bXP#V`+{bve*vBC$)TUGj{glce0sOYdOGmOQ99+)$y>Os5oVJhc{ZlQx^r*{ zcv|UlTqUf~P*G<-#d8OL)H@DG5 zxjEro%`5AFp;V-75KE+FbTluG$Jo%sv|?5@w6TK5>RqS+6pyzh$H4WRY5RFgVzx*d5Gnvny)jq)KU}IPU$hSmW!C;v-~% z%sa2(K^y0AhX|suRYP94kpYBGNd%ALlg6mTDe*~6?<}=-vNwKt*RRb-WLVmWMzY!8a-1~9zvp~w-T{b3Zpg{7>lxW4m zen#6d2}sSSa?Wa$W$69t@7E~qkTc6={1om&#W zM+SvRTZ6Tj_!Vt7QUX)uF3MZDJ7{DKDJ=PA9-6T3-N4F^LbJLXiDD!cz!Ka#%zY7#X-_rBx?6cY@mB>X#zIujHgwke(wMR>dx;VQZTCsg~mP&64)CDdMLv-iCFvX6VSsXA)mh=#|iM*ymhrsBGf zl_)~*C`d_3864eE*cYn{=LvmzKIIwG$(L;lsichPx4`6!bkFL zI$VV|#`q3-z-cd)I+Qi{p4X+O3uaK11`9qA83Tl_Q9LXy(zheuA+HlFr9Dh%5o!Mh9CvvGKau~8a$jNm?Zs*| z7C|)~1aa+h>DSlqUV1-Jwpi{%F0;Y4YCcDx;?MBRQ|s>pYUuAp&w?I77!KOF)wl(Q zg8*go=8^^^21WEp386deIJeM%0%GXZ0NsK}u%BFEc!{=Jqv-@{v$Jb9Qjy$A&b1(p zrIqpFCa#V_p-^f#EH%0xO6e7ZSrkXi$TtlRn-NPW-FPkIEzU1N+J^2a**Xv$vh74-hm&;!f1}kSveut{TBAn43DKB8(sGDX{J~H~F&^I~7{Y_w?rNxCRBwU%tW4OC}{c zHZ_9IU_M|e?IC50>47#=FubYa5RkC%3O{N+3|dOA`q@YGU<-Lm;0wp3WYI9x3&JQ9 za(Bxk1=4!Iuny}!1uOo?>Mm&Zx2o^DqfIz`5gE0Y-055#BRAmy)d+eheBMRKeySo` zjDxX8Yfx?>+0j#+0Xky=c^Kgn4*P|aTnoqElw&E235h=%KN{>NdyqwtMI1!%^qFQB z1YbHndbD>@58z(rsz9@M$$@C=NCb zA~%Ss#zQ{!I1e1t!~CZKH@!CtJ;iYgKL}#gACGZ2m3r^I=MF|VG{ga?0x$#%N>P<| zy@AxD2G3pMkbP|ZaWe*W3)6eQi^_nmt*MN*ur;&970WGdbVqbOAk{}ik*dOHmEjB& z4Hi=*MVL}tnDq7zrW``Iu;k@!^tNcC8kk$yVD$7nUkPeIqL-t$4q_ykGh$oFjl5Q) zsaOe3{R*>l9_A#D-*KKwMSIM=Y~ctVga)P{?!&(zFA&9A$<;mpOEycTMQUM@KMcmI zSPkhGZS}8fV?jT`GLaML*70Pki)bd5uT*ea*saz|YM{9@8)P041y*>FRAgB?gt?R@ z*g{g91TCCf_--^f9I9o;RMDS^TjQfn(*AZ0X(6uZ!e57i%AwsRpJxg<2Jj?3g_wUc za4lrU`ZyKDU1bvC#=r(ue*2Gq|Ajm|vIaA?%r?5P+Q*r%+h`%@QOcX>3o!7JW_0Vt z7)kY>cc2S)5A6gg=s7uEPts&$!Q{&Sw@Ra06B^vPu)E2D zIPTO2{;D2IigC1!ytfF+pb|cCUXSReY&tCpGqAp!%woCsHkd?(Yw+-btqTdQmq;Ue zIrmxLNSr=;i=>rdUW%J-$SHg_xcTuI2uy@F7bkB=3~=wtRFAq`Tc8&02Uo0 zKP5BA`}8X6ZTP(sXE74bUn4(ei(GgD=1rs`aC!eEuV(G;7M4YZivVS9?s!Iee~T3SCr|5h-(nU-KX~yZm%bX54e3tK1P4}!s_%EuA^*E)G^&6t`8EG>Iq-*U=HRc6yAtk z3GyXdYomq3P~Y_lr=oJY5lQG;Sjn~FG>Q)r^pneQ^SeEoVb$Iw~oqnC&))nSU9L?I5jMx}8J9Ulv4Nit8Hu+79#G|#X z6+p5XQb%ksu(qya59Wf7#S! zXC{*uW0W4QYq~behN!D+K=4Bqq1@Sx$qN{70*uDY;g0ZLHVJQGM=I7Kzv(HYAXqWz zW4dB2BKHa6i;zl*0|~6kDj0uw4WUupz3VU=DLQy(Z}3VfT0nO}jj`%ZLPuJNM~6e& z=GknNg}w}g^~Hp$Lb+3S^iPmk<|d9d`;g7i5lU&|3|^SgXd`-AaX?%zpxoE|FYmwTvHk&66mQA+ zXjj4tdV6CWa_x0-1CSGqKN<{%%+tK^)bH&~kSfaXRanRIlFY@%I3ajZkle@L(%;nv zV99YwTSIWgv60BUg}PZ#c<7WR!@%T~O`=+GEY^5P$4HqVG!OhQi#bCAgoXG;p1MQ;fuzT?3@iOz-gTJM`0B{rau5=qDELenM<`UQaWwKGv7o-%ajB0t?How zn~lFM?At@DBo;j?PMoYWj=Lf~2u*dDzUm+y$Q_Bq2(!>X+o4RnraKG1yW(l0#>Jc70|TTdQ<-bCZ1Lhvm$hE{Fi>rt z$8&$Yvxm;0P|lZF5U{T$^~@b4Z^_@X{F8j}GC^i5oyoS|Z-*`+lO1Oei1I>>Bt7mT z6%-KNCwKL4MBzy~CDA@lz}l#yql~m`V8C${jp>>;mc?{d0;D^)id1P-kK^tjd>J}{ z<1y>UdR;bdM|- z8VRL=X0xKlvpt`<11=z|ZQDp>hPJ_Tiy#eA#9~*GlPQihu63Z?>0W2YD#JECE<_W{ zAi;7U-4o#I!QKEJ4sEbDz`Vgkg!)57Ez-)O@vNAjxw?mYn29w*erCm#0=gAwW`YkY zK(?9O1K5&b;Cbzvik6V~sQ;DXaZth{}bJu-y&xR9)5K$Z7BM~yox&~r(3N$Y#lyIZ_bKnS=!AGHF7#(|!zx`L+ia&A6yvq5`t4g@ z`F64q(S;y{&^DCjz+UNag8xUOEW)`f4mb_7*P4 zS=njBL0$9K;1H2bfmc5Ud<-TlJ$f#8v7n98%eOiKbSwT^0c{PLf#g(|MV83h#Q={EV+sb>%FsEp4QOl-_kd2ZL=xeaFm=spzM>jaNIIc^3b#kqQ-{Tyaph|m;6zSUMLx6Tld zTfqMz*jU=dmPSXjF2vVJvPmOgh_$gK@VD;Dkf%+fb~pO##TA=MzBET6Q%&K||QzF=N+e zeb0^^aNK-K{OAugmE5M09^See!j}MaH&eO~$tJ4q(+(c8Ogp~sacVKZ zu@_y+ne@R9ZExd<2bRrDWJt{NAr`fzulGB_;OpVvBO{7C;vZhZvtHDk)?(9(6(#e%VoE>zHZxN zmu*$qwYgl=Gd(Jm%B5*-t;J`}WWxU&M29(v`7n6Ik#dGpS|LHg9cWxZ#~k&$`PCZt+3u}2`3aas zEI(}QE+Z~BejHaad6MR>l_6mNOAGa7F-zfzD{57t%uqSP#6n%?nsz^HxM)NU9->s2;cftUCr2_8LwBapl8b z_`-Dd<$%fn7y5%QhvF8>fgKz9Fr`EhQ3uV4KSh--4zt$U8s&Wd5N;yMzd+#zGY+Ji ztIbyK&c%~h^by0*ATf{l0g`N?v9i9^M88VyL||Yex{jAiVDODwIAv7j*Z2^te{3p1 zMn%Of#FfAEy-if%l(ndIPZR>ea>c`;F(VV6T*%qP-KQ*^!N*Hk%%>AS5(sO8Cd_65l&_O zEkbe=M;6Tycb9;3IvmO=EnN@}c|cI-DA2;9FUl|BRu*xls5-^zLk1%C&kGrS)pFZF znLl{MY&q}To2a1r&1|;n7+U|(wBn*>qC+^j5Y;P1^Dfj&ar&=}at%jVk>wUt(`mi{ z>lD=NPN*o3t<{`mx#B{YU*?LeMCqTH!GDBhd<&mZHL@9AZX=wT5^+Yi@9@Uj9TH{-OX9@}ahb4zk4k>YKefLS*gof)O_Cv0-i)6Ga}cf9h+F z!PYxp&33&>54Nb9DUvF0-87v3**S-pvu%pTj}XAQo0Um>=dz8JgX*8BHAMcMJE;|E zkD**|=k)EN`p|&-C+Dzb#dw)hWD|-Vye!kui#$9FG0VHT+k;=GH6Sr{6nzxrWC}91k za3@D9CbG}Pmmjg{snJkM@t!C(q~$>oz7Xa+_<_QEuHnO|vXZV0>fNg?6_sHq`3os7 z?!pF$z%u4Q?AluDFEf?`A9oNU&LM}BBJu8Z>=FlZa`<=C-0bNhs#Uz!q_{lfS3P_t zO#i)c9!uKE)Li%qOViZCm=>?@sXiRw2|JEZ6~r8dAAlGlpq!c7kr zje!H%>Gqo(1ELjZ7R)f(&hY{e9<9tT6T@f)d*LG3nkx{d8yRcZayv$pNJmD|}u z5f~#z5!;<%XEoKBF8OXv5uybZI>7290*C~QAuwtu(@X9Z#iBFCOtM#tDjb%7-b!*y zqxUu?>2p+Vdt217QH(vDfGaKyXM3YE<)aL^|NNrSd7E;!xfcf@T-s>w;p~*s82L`l z!S$b81io`JgcnkLv@GhE1geY1R*L#nx}-QLyZ+FHK+%S85O%@c~*KJDYgqr7U8F5uOL^pSlkU zD1x5CBo*J7-fHbcHBQkwHD6X~1L_~S56IedYv(H*+Z0oBYX|%A)kb{%EoH5gT%ILF z!u80kCl{23l+Q8{_lOUr;f$4WqgJd=cH1-;$)^<3?tC71j3OsvqKai%?=S)wb`!0k zuqaIbxJ1&K$&4l^NVB}#g|64G$Nu>hbHgfxLBjmzJQ_ju&oD5oz=l@bBSx59scJIX zX@&kcZ@^zSb&ua+aj|XW({hRIX9=F zW_1RoZYDqtC$$Kx&L;M>d1b0X9#^!eA@wgzIn1D8>0Hm|R89@*9X95WoQi}4p)63i zlIV%S0gxzCbn4_tU`xkc<76kPiqVyzP0S;+cX90%ia8!B6^kD#dP*vaOcKo}=iO4V#i=fVf%RX& zU8hZ)rup*dNrL(t$b!gjto}1@KS`dadwkv~g0GmA*@9dMSnhE8Z!XGnNw^fHx6(u;Ahg6z6Ic3S;0>O- z0yi!NMcft7Hd*IMCZ}t-{QdKb#F6_%*bxS{wi8grajCX3QhaW+qLMC-qh>Xt5T}1) zQ6nDv_e;;{&-cIYb^245FCxso#(fYY^;_O>ZN8ud&^-$*k?!r^aC}y52wf=@BPv23 z5ZCbB!YLg)k7tVg)iF146~xwtumBa?!@Ub&K>Zi20cPCB#w|AJUO2*FB!3aaFsi}H z41Qh=I$ae=E#VbNgY&IX3GS~)mjt8c;IPb4*7BFMD~ux9n0Ek$vM3yODZv7qDW7PT z=RNr*E=}@gYT5bCy}ctc3@Ae$75g-aKxQl`!f9UwJb@=x;BZh>=y9|Rbha8hm#yXLi3;Gct~etmQion?<#C_?Gu@h|;gf@?e59(?B?)qA1gYdUJzU z$XS->tY9NDNb$JtN(-;|#Im>I@MAzf7UD8W-GL2O5PFR9xf`?i0K zkU5J0sbv90?Ufr>!-ud4ZP~*Br7^Rn5-8hvOLh5DoA>JN1>)XTIW)^7f6;Jrp-g

Ez3JbMlxVWJ50WeL{=FH&-%iGwcBh!=(KM>zt#5@~w9kdQvBwd+`o9#imr& zBsoZLQ&O(tqF1r;)kRMr^#*zb)Bix$y4u|a4lJC%3U30;HQcFN2T>5w&NXhxUB1xM z;5miT9xZQ$VF!k5g#vUOW%2?_;06F@Bb=yoXhyn6#X*msd#)S8(NK?!N#7&5!(sp+90S8Ei#v85_X!!Jn*PwLmQfHMbJ>el-HO10lI3z> z(hV^Xqi`3GesNm_1y|GpABXX@`yn28UD+%?Ls79Oag3TtXFiAcNC1T=ahDvN=Bh2LKHtWm7o7-|GoDx9ZH>oz#U|Bpm)F{3*=m-J>>W)1 z77W#)@;Gp0Yo=T!4T^_}lv-K$-d7R~>hrFGFj|eQtTjiRei^YR7<7;`ni;C zx`tn>4(l{m{sI2V4ZiPy*QjH|S;cT(?yc!bO;&z`uzn?<)>-ajBZ#NtK($Zyx+{D6 zomO~-M{5(*tk%P2{9o%HBjWD2zvEtG_~%YdidtJ-7^}VY(bU4l+M{NjuV_AKuJxS3 zfNgRF7cJpGm=Cv7Vc64MrDe0y7)t-hqWy{Z$9p}5dAE&AILs<2ylQ~FiXWmxuaX>l z#DJ_LV!nz7QiWn>_!zQyTEa1eF#Tg1aJnL`KxmILh(0!D@GQ6zviEpVy}n z94KP(M8)1eC=qOC1GBxm-du~F+bWa**PE70o5C<$NUD$V5!Z9q)@zfEM~K>kaF&=k z>{}k6m2OBXEJ4=x;X`#1PX9R1&cZ#%SruSVwn`tzu2>9=%|xK9UL<-0B+~5(B<=m?*IsE=%EtykutvuN479MC%ke!-crCA=V|MComLffgG6lfS* z5|;|0Sa>LlPCsdR^sBJ?73))VM<|waBDn85qC+n`B|YOw_Zy{R0I!GZpBsGy!-9B@ z-u2(2zNd^DPr%}aP5dz8&<$>2{YzqM;d&_^l@Q{!X^ei%Il1x3*f@6@3|0(Z6bfmS z=(LrHuO4FS6|de2rh3hv8v`D#59dPq(8J!m!Tb1*ghjlsJ;PG?cA=33e~g6K(CuPi zd}K>tBhK?XbnU~N6BsWrK*Ju1aQhMQfRpFJ(=dd=YDm#ma(Kz6^O!(R~Sr6s3!J z3aQJk(k_P;E#;oc%+vdoEoDrGg$M-rbLMnaT1CzQTpo#rRMKW12365O;#wM9ft!hP--0Vj$FBPBdT$QwIr|}-%wWClReVN z4QyQLa`v5X{dh+t84i(ED<+MIFSS5po!f;_i^DIZa9_Q2E#PJ)45@#}{sp45R#^DN z^KKFz5{#-@F?KEIUR>p-Exy}Sp?_KKlIk@hJX2uLSdNhm_&L`h?W2~g z5UrLGRM&IE!$TQMHZ*X{r?ZX&oU0Mda6==*>L1d7vk7ZfvJrP_)xR}Aven|IFb)M@ zv4R;+Nn`GXY!yClc}H*+6ppQ{;tLeYnhL$a@|Lu0h-O?)xNutXmJL?CsA*G%YH`*X zQvZ`6_EO0mNMOVAEOFhJ}Yo@&}&x`Hciz_=}$VM zyMyw~CA}yjZwwBy4A~!qspItc~w9Xaj$T z`BBn(9~@Zg0jd8((t01T_3*%QX9XKR3CnE09Pl>&jW~N)Zt&ii9Kk%OBXmHU(VO9G zz-V-IBByjKE9-%^CqF)b#GPx%>rXC-0Uiut941&Mxc}y>47Krz>4mwn@_aai z{3z|)4?e_;GOq1D#0nszANS5$+s>DsCy%oCW|0sav5A|Y?pRBLk`+hY&1(l$G9dNO zOUZ6tL$A_B5|&9i|CF#ESpVEa|6Fsd=%3M=A3q%0YO$z6h_zdf;S7X#P~l`Dm-5R> zHH^$E?WLQLSzmFbg3Ow#Kg6?P*%8EK9Y!p^nox(eN1hGG;i6oC3XT~|o9)1s#hX|b zoi20pCWQV*6K+jjjhOv(rba7HX%P-=B;UkH)}F&imhdhk+v|0B4#+vY9HP53C=6sQ z+Ep6Xhr=j&r9B5EU7tU^f>Auy!XxAm=#bws!DS08;s||*RnpzaQ;P8})yApJJVn(c~ zYWT@I6HfhIcy{N5j}6zE0a*WN@F5yLo!&A!T>_4Vd%!ft{Fn~Fz?dO}F&jeNjn2sX z?~lA6Pom+5P=;ka8SvQSlF^cr#*?oY4{+s)ONK=C|3WSlBc{~7&9I7Y5~Q1085GDf^>sd0y3{ljDC zGnM1p7LTK=u?{#ap9gb?n0I@8cSw{`Z;q7vJ14D-SFeq9w&DZciepU6Rg^Z0V?)ym z8Ghf{(5sM9=cNgm++c~}jO`0nF8mp%+aoIt35A4%tBA3}JJJA3E0%*aR&OM{dV`MQ zxH{i0*q73bgrQLx7Ni_r|2gdZp`EXEYl!m1w<$EnJ{L!CIYcIGgRk9)6`3^4VUb^< z`frP>bpx8rEY95Mp$qLd9|^WLL+e^uX>NWHb-Atx6bDdle*(}*u(+qMQ>!!1=n)x9=ey$wc zv;mZkm=!f$)bk-KGOK^~* zn-&-Dj@&Hmq=TDaS8T_9{Yqv#vO>v*-_5e5a$P;RnFgr->oRz*Vx~od2aecqqX}b- z`>iM!N>NHnRQ$B9Xvq>80>VJ@>B7C4>8a7l$(b?qmUjX7BZ?j7HykKXwi5}rZfP5i zVreq8+#bhosgx39C=z>VTdHzGV)b9Yv%n3G7&=_Y)`j{u1uq^Ez;gqcheSA?;bf67 z$gpxwq3{TV!$dP@3epGWQUDDJgF_74QT5XlB)ws0D$~_c*vM%i8+zGq84oogPaArB zlMA3J?^#Dv9eh+c-B0W2BAH?Jv3S94w6#qYuQu1i^W<1Wrr<eVD!F9&LcVBtZ4wbp^vPnQe8t+bzDTKAtJ&I7=VhOA&R$_C|bi z@Fc?)Q2iUOJlC9TlU=oUqsGgk*iuc`w_4b6;yG;`aY8rsFMJio*TD%GoOfGGLBP!8 zJ`ENlx1K}ft2;Bdp-W4f_2$;nQt6O7xaoC+(@RZ&a+48ChqvoOJ1DI5X?ESRVFHx_ zVfb;SZBw0wWK;%={gRwB<<2{XUF;1j(q&%B^qwVHsc`NAXE69R>-FYHrKz|mY$z}| z6)Wm-;f`&%{d4|XTzI!{L;Y?EcJ=1QlJvw@X`H(>{Vr#d9T8ZVKqZ8Ph0ilZ3zlYh z-r>0>`o*Q6YnjV9E)hz=i%XlW6}!RepMB9jB~OQ&&v&EEWyT zxGltjS?Y8*yXGS=P<@H?D6sJZ-be8rPQw{uJmRak;Fj?rnikwbHkJ?&aAUXA%oq)^ z|AqS=o-P|Zjm8#g`Vc<2oV15`)^`z zieAX>h$A<(}vaTWUvsHMFL~Iov$Q5h?gJ=+PpYqP+ zq*&}`v1`LwrD&*UwSXA-%kU}P&xItpop?E4LDn_|b79ppbPQ~HLW4CuX5{F~sInE; z-Pr4;oW$rqt12k0Z1-Ku*Y1vfja=+UDI3B7#P`4}TDGE!0@IhL;`vXEB^=dm@HPv` zP8iu%Z>`lBlI5zttC3|D1`*nsDssLd)*A} z^bIPO>$qI^Y4g#PoW!W;b1NC_o^p24){?;|5>ccb6z&wrM>?4X2X#8w^p_THAnJgM z)6fCL9uC31QClm3|5~ONs9`~pctOb`(s=3XmDM$a>Ay)Xnyql9AE8X~GxvBR8=aZL zA$RieYJ0EyqZNbC%7EPXrz=GcsejamF>}fu|IWdVUa?z2i8jN%*m7w7ld}RJUZy%v zRu|@c58jHS;JtVYc>UAPx0-LfXZM;u|9CT&&SU%l+9 zHZ=e)^Y$-%GBwG=N&3dHL*3p^n)4ifF!HFk!B`;6cHKQ}&kE(ajI4mwKS%OB14iu` zFiU)#q5E-r7m7<=2X7Ire+JAFQYUIo^3pW5M?Y3X9trE)sXvAqP81!r1yG@%lb?jW z`7G(TS4LJgnlK%f-ao9^HUvcg$R!7om7s{*e@@@U;iX&L^`N=Z$GmxZx7pZ;SH+6G zS+-JiC=MH;7VUtX7A^mdwdf=A9eS%BNyUn>m60(Q$1U_wSJ4csf96wGfcmTbgzN69 z&l-5c>YH|#HkODLULsYIDe{p0ckrgS*poP+TFs_r?krBu zL}bI)Ou>xfl+~=PN(p;;%W@v+X`kJ*4y}cVQzFRo-M=owudvGv)UsIbBp6;A|PS4 z*rQ)UL}N2)`AKeY4KFQ;l%da!kA8It(rh*wy2GGnNQQpy_Tt3kou#pv>G_4Fua1AZ zG&LI23?nT|AdT;+4iL#XckLjaQKRvt|IQko`N#R86X?Gw&DDEJQ#*< zLjoDLwjsWJvv54OLRcTmV1U|R`JaQ-aa zU7Q|Un3$Q4x@?HGGzK${)6v&U5Qn2t#qrpDoO8gC7T zm`Nd&;U68FnVKENChE!8(g4ZOPhb^Yn3#sjQCO^p>GcTAIF8*JpB!JnE^q<2?8Biv zL<@ybhJReYyfZ#Gem5c*Le@lB#$YwLJDO7ghOdD@8U6`n{b+LL_Gr9_4bclRm~mJg zrbnlqSY9fFKpDQ(;b3%eWytB`hwd!SE-mCHLd9|MUdz0}SlN&17fTEG<2~ar{p*S- zP#%AL`p(i_SQRF78{i@ELny;PKK{u9z8}A{G&=Xht8Ikk8DPi3o_p!z(aFVl_zW?} zA}nJ#jBl4F7IM4MilgeiI@jYE@{y0APmLC!htSwEpcs1^Z59chVX+0suullxeUyCk zc236`LMp^y#&MWm7n){>R`)oDe2(9IIx&u&+TFRCsUpb`yR?#U)R-dExmnXNH1xSW| z!oDjSWrvVpF_>}q9w{-)K0%MhZd)1mqu^T&rB{Z#ERAsV;}~zIvkg;p(foQor|}uL+El5mNA@{Zzt|9 z-5s5r$If+bX*Q>{4dqpbXOZj?sp@G&(yAwfjjmfe^~@k4(;t zLYvR;n1|3SGa$o0Enhi<)7a$b{Cre_A>?HN&zMfhUxcH$IUnNeBoAji$Mp|0^NVxw zq#0sFM_9&i)P2h%hp4rNI0FcfV)SAY4U6uO4Bd^Tg6(41u@qS@j!A7w>=r}F!w|~K z?(h%Bx+eGvW%#ab3i|f2Z4+tRC#FWfI(}dl)fmjme+Wk~1#No>i-^G(?&qg-0=wcV zr@gd8LKxl=EC5TlaUnlG-5R2uGa$o0%CE*h85^H{;<*_h8TuK1XG?*sXORFH;(V?M zXk4emKXE0CsD_Zt1w3Oq#J?PXCCy+A_vkDRd=}6fv+)LV2uT(o8TyI2(Fy1iACJyq zpC2zFJq;Q63P*tv|#pC;}SSY5h~V)7TKRpnzvg$K78_WXBMCLxg1vC)~GX zw%;K}Yz$@`N8Q(j1Dqk|T!55AFF5ZFjV?%reh7>Qv3?nh;U1k|5XZy30zFKrGbBSl z=Fp1@+Ynk$2xa(M`hvU?`fuU+(K!$xvvFFFXwm3eW^Me^;cbbPYo^zCVOJkGcqtjSI zu@p?q$9~X5*e1##jqhyqM;hqk?jOQ)r3BH~j%H^(k+wR-Tn~^8{h0f%cU7$2xs7_NG}-gY^9FxUZ)lweu~PrJX}rkmsJ z40PwH5i7cC5LP*y#NDOuP@P5IKW*6wNr!DaXwC+}QXSHhiPGqsxjbZUdiw1p9Ix9I|n%+;?3vkxiK&UN$4pN!vpt^i=**rS&E1lFf|)H? zhOg_(?A*-ViOF&2zJV&m6?%g8r3h@yDpN!gU5u}4Ji+>DaK@q|kcKt5pA;0gCm4Yt zWS$LIg2qcG)|0RWkjAFteR2Bs;@!J&bB))RCm8PmqH*bX=ghhdO)-)ePcYs+p7H2- zM~KWgFzFMFcfm4z9d+2k-=4`;;|WHc!5NFT7LL-Vv5dt+?+IGV<0(%MPy66*twiUN zeabWSr9wo53J;!&hz4s2L5{ao5k(D=zeeh~AB{i>R=ub3e$(1kGzKaf&rX6|;C**- zHwQ0phJF}93yRgKkU{Cy*jkM%B2)|<6V>IQs07$*^#u)B-dIIIK!!tOm|lrj5pn+Q9rEkv1*$SXufLMOJ@Mg-And;%OjspSS< zU5bciQ)(H6&?p@=iasLfMtTf2##=1KhOLOFu#bin@VF^YWo=w!olmLg!0zgIv&8sX#VRiz zWR)e3STtpx!uyo*bK@08i)=^@8pQ;)>Yc3HLlniinGk`eLckhsJVTFrK9o1=#iZFX zuxk3M2Enb0U#R!iC=>pF5ramxrx<)1rD<(PHBVYD2hLc5wK^XGOBceh5evbol<}It zq|nB8R9-VIE}%(tgSwOtCFYh;JR`8$Tx-U4OA_$qu}EV9tDOU4<8)%Cb= z>+48S3nwipNi9rfV=&%h!i%6;c+@zeOav0R1+rP zW^KqiG00|AsR}dPKBgLgn^e9Q|?PdqBgNH)&Al8Tg+UTT? zKFW2(m^8Zy>9cF-r+AsLU&L}$c>R+@5${2@ZH8`@z2M`+BFuKyI}!V*DMCEUyGNBZ z3~hZwR%92DFdSES0cNY`Vj@QD6$b5WAP-u$7<`@Zaf@SMZ9T%fbA0F}99R_xD}#5I z0j4$b(bdL^tSY}bbOtNFlp%8gb<~rbo>P9 z#&{g76vP6|0(se&)UGL<0lu*wUTtg?b*m(4J7|ysIUb*9`KT%0BM4q1i`q764>@3B zl7c}Lp=#)3XMR#17kb32*xsn`M#M>@D23R-t#zL+D(6X3K1HK)(8hE`K4SdDTY)5L zlguXY0VCcF>oy<7W~>BZgD}Ok&Xw7fR-1-tG^hPnOD#O~krQndt!bhyg>6Kkjr7?( zY0)H5F)4>&j!gq+^7OF`s!(5tpzinya%{E5M_P+@O&UcB0!ZNFs-9@L!0Aia$Ts4= zM};xKs=2q(MPU))m9W;YNAM!!MyrEIvZMK*B<=>x{|wp4j`9sr)N8vJ&&eb)*KHx9 zGG3GuafyeIw(Nb9SoIPQNsJ&b}%hNy~3>sE>&@aV>O!oGR1(W(zo)BTV-3S&N+ zbxBm$3ZamxSXtiE1v>k)Z`f1WcS{AMdWAR`f-^R&p9zS!TGVi(>L!^6GKc}y9Z?2r z|DR;Blo- zt+iV{zRFy-38|3PgQtf9=eHn-*Bg(EyT=2YA|Bla(ouZ#T{Y?i_{Mpxxhl^S(v%em zoC6c8%~co!oUP33afiW*cdK$chU8 zY{u&N0SUY&H5fn}*U{!?eXV3=Jh=L0_{Mq6J>yWU&8Cd}}ebQYEayTzcejv@+X@2hAFB3r}e_yY;QyW0nWB-){!+#(Ahr z#w2xG(oE2^X=6J>HcB)+F)TD0Bc4MU*Mb8*-QIF&MomP952X}EbllpcrDZxhs+-iDODLYH%>K0qclFTe= z#GR3h!sw4})Hjz`OI$vaG`#`54qH?oFJ{jMgi9r6fP<)Sz?-)N9NAb|+GxN&7%yT; zYYOH@8_$P}XeyIT8!ICUZLNEp29_l=r-vqogBVW)A2D#FJY-H0A=^Qma2u`>p>7mP zFzv15hGWQfV0H~<7!iga`^x9O=X3m@72wE5YimtBJ|gxc@sJ{gGk9Y>;lC=>IceDL zi&ZF!%mvAG@XV2XI?6his0#=oCl^HjlJ zQK8gkl^G=0BWI=0Z`EVBgo?Wuwr#G|XNhMOII-2*!VAG=Hi0CuHmJP}KHm8p$Jcxa zvbaw_Fi9RUSZxn)wYp1k!695dD$EdBmkk(y0G3ySeZ!u_#twUgm9mXb#oC|Nfet#q z`#E8hINQqE1uAsreK9&@-<&v)E_UI883a7K@g2oC+%A0Ayl4Y_<2=&ZT7t!{^&s}( zOR)S`oS(P0MsPWSm_~C*t%8vdPLfyy1}1p;i-@Q&0}hBtaIHp1%6)Q@)X>4k;|$#R zPWrEk8@ME?vJcXD5BFTmj2RDar1o08t4g{ewcjE@0w|TW!f})ZMzeJ~w;ud{Qo-rq zn%)0EM|V0!gHnZ%%cSa{<%7`i(s6XV1rbm@GCwfwFu=D)J-^-R;05>A7M96uLmMt3 z2VuF-NJ@6iPj6G1iljr5rZGS|I8>|W5jcOXGz)H!6&HYQ@z~o=mq8lKq3t#dpY7O2 zcMuZDaE<8rcAGxLOYqvy+3Avm(4eLh@DT@YltlGA+8v>R{-TxrNvNjb`n24}_WA3SCP=n)5P?R%`&*w<;x4J8MKgIih>y^*J^(trBwaLW9GE-} z@U0h5X5W4HcH23Q67KKbZad?SciZxPiD@Hgrl#0(LISJtso={(b0;la`(%#nNFjTn z!M_{qQHwvtJL{2PN(k>-xp@{qYuaOhM2T1qL>xKrSR5Ud^`>}Qa3Iow>tuXZpmYVV zy@R6@Xlu_ytX>yMF!!@GwRGizq&WorGb{-P-VA9YWByJta2uMaei520j6(IwO z3Xo)F&GMEWIw^%n{M=2O<3?YYlu2VZkvN)+p0Y5U4w5n&P)ATp9IRnS6t!&<-{8$y z25y}SzRhlN|9N11o85Tp`3x76)z}B*Ak3)>Yt=gC)~xK_?Y{RuNlS{%8Qh8lk5vKk zUHNYEU5WV)gRe-Jv<*tCUd;AXcXvA;j!)#1ENC`1p6M00R|g?Ad-2xlSZ|x=hwske znqcP+*N*P2(|^3+zm{Z?AKXWR9{1AIJI&SZdL%WTD5jQ!vwk`vA#;XPP!g(xcs#MT z>-Y-Imn3r&`C`|&$9ws49@z2%hN2_q5%N<1i?yPp1HY6tjie6Vdh+n&vh$6k1!llv z2H<$s9o?0?8ilw=2eD-l=n;Xonw@rZSt+B*khHPS@|G@ajx_s`Kg!XX7RGCmNFKDp zIo5Ev_WFkyw-3i!61DH?Is{uhfL`C*El_@ZX}!C-@$LSzqs&?Bt|O954R8`}t@G{f zxBE{m_j1Q3uk8)V-zwsnI}HT)+ghtpVAO6C1ZXE$M(W$m%k^bwarKqBs3Uvh#<`T? z!l!R0FI=>}JdnueQ>s@+^&8a3$XZ)$uG+mueVdf$ zlybXSUxx9w7`foeK-Ms;ujA}Q4SUtv=#cz_?KK5|W44ZB zqDuY%MW~j0&5c!lEho#;ZATr~a;p{JNxC?Qj5(C;)NTB`QQxu#WF3wxZtuZ^+)2ti z1Cb?<$CgjE*>r2?_Ap6?XI`BF16Zgm#<#V zWmAT;w}Dd|B~Vy_W7)6cv&FYl2yCvLAb2OlJ>hT>x2co&nR#~*vS!kPA0BfUVLz@k za(BxH_9JsB;PEm1J1naXj+It!(>oXxIXo!-9fE4Z5;VTQHLzhNi^9G>#{9K*V+~%C z?Ohq(9jIwAuh+auk%PtB8^IQ^nnvrz;P!Tzl=8xu`&gTn`*mTRRQTZ%#|q9&VoiFW z@UvVQjYBblO!%GAv4guJjmKTQJQ0t~_XduiETfWrVa$D1`xv2q>dPDPSXE(*0+xxr zfx}l5$Wd#UAqGibx0LA2SPM6yfEbND?IpOPH@eMS zT+@NQWVw{#^c|oq0L6NVV@=y@6;>6R6LL{t2DVq0Pf5<+@kk+!wh#k_?5~BG!$afW zJY>h*(RDAVLF4gCL(C!Z02^3?ET7Sg8&d5a7CWj9q|qAicI^IYz#IyF{4V|-mR$u) z(OY4lV38~ed*Lo`xN?!4rSC&XpyS8HOH}fK7v`C0WFPjMWR9 z&!!Zw&pUa@x{U3vz}R2=sNP<#uQh68t&I&vMZwip^oHsixXc(44%9c0L8;DsWVbED z>ZlIj?kPpk19bqG$IvGb+p8^oG9{j-vf^oX7b9{E>~6`T*e}nDhH!bTHVS=gt^sWY zF)|vpsrpv0F4~5URo--p>M&3qF^95ToWQ@E(3(FJo%P+?-6q^y{3oh`3+o6Vxf<6D z_Yoq>gqk6Xavq-u?lT0F4mZQd-{w`^2zsE#p_!~L zrW{7p*dD&!S;q(s?c@pYl1bs8#~N0z!8?dRvZFJ(1EHXkceAnC%6ShBoV+fNlAM_m z1WqVO9yuJ!R!aBFN6p4gRF8q{OqNes&N`NlfmCa`JtK#_uLO1hvCDlzC74IypPSf% ziACf>gI|Z;Z5%}(_`w{KM>$S9*%m_U2!(g`K9@=6P}oxo*vd}hvjPXrQgR!1V3A!O z!&XhWWOIg2ST64Ukgs|T^VyW)+|0%*ObpyaMw37r-F0;|b_UkK<*^#f$Y6=Eb%Nn{ zScUdE!8DVizpUt3zg+w%k^VJZm)R4l(Zi=`1-C*(1r8_lK#e}gsGMiBHEhfvvk8aa z+rl6644iOTKBYMd8bboSt^kNc+~e{Y^~k^#z;Y?{nR!KtdPS8KIB`Yb1C0aX-UfvmI=7)W zKx5~s(|!PlK#n2ZbzmEeyNigju}_^n%cs20W1qVT8<-AW?AZ(#WY!J4G0Wg?*fo>L z3o|&UaT@mgZU_DXwZ(1|XTePr90b}c-5#b))OZ7XMY340EHHoAD=JG12VDbKd*)Eo z;|utA2&$rjKf%n8iaT&E)=UGSdt1$d`DGxqW>V-E79EBaT=v{zK9L63O$T<%+6m!Q z07SLG_Sux|NYt4s7GOQtU2m?%M^^*Ig5^@=FK{7)p>(%)4^Xv9#+}PdBia)?2*M6o zwZERwOv-cNJ}`ovfSU%=RET7aiH9I}5&oMMZKS_fXx(ho?x-2w&1nxR)2p?;+eZD; zrJQB34j8j9IGYg66!W{ejBdgcqs6__`+JwYm{S>Eyc1y7-2SN+Y|Ib~v(x3c=v>B$ zK)yFBmYRG%&x<<+JDlx28f|dZ(LwIq?v@+#Zw_Yq8kHUXY-U`gz4 z!yLfh^eB}f_i0!0W5*S_@wiSECLZ?##!j45$q$bkQrwL&XEqS4I=5X)>PDYcDb9@> zmh_+$gVi~e^|D>gwAd6-+tzeu^P4KVA#Q5eKCt-Uq7 zJ3AqjN2FR43DC!S+s-~3)%{vZ-Gj`^{(NyX&x`RjH-$Q_UVEj%VnnP-Qz*-;q_22M zQLoJla3m~99f&AsBCYyxW7}s{;x`u!tENreVPA75M@`QXob?mqvYq=yRj-)7#hl9j zG9{y&AdWdL;+=PDGTnHMNo3@?EN=r*2v_%0?~<%m?{UMjk=ER*jp7u zW0D}Mc!g9c$!c9bZdg_VIsG21!4x+3&O0PV3{n+hB?~QJ_7X6;Y)W`3BcypSYXIqN zCvRjM0B=TY268>V)!3nanJlogGFVP6#>G2$Z3VCCtY!UNqZZt`RU7SeV3lpablKW& zu1N2{Sj1U^D$v5&QoNDAmC_tm6c3?g`qJKIS}-#72LjSsf9ycqwRYmxsMuQO^nQQkTyI_i|-5vcJJNpEG>8(8Y9IA@8ziH$Bi`IvH;^jJr&KT5;cy)yGpOOcnfnVf zBs}KISQKv+(cMb23S7o6kWDFxiFuVSa&iN_0Y_Yym~Y+8ahu}Ny?Hc8Z_ng(CnbVoR7-xCgE zqqVk{7k3pxJ<4QlJn1lMzV9wXKZCz;>mhvU9!8B^u@@`Pt!$@_ZOl+n8EwYx-Lk1Z zuo-Zd%UAYSaLuFz|3ENncN^W6b*E@;;Us0Q;r7KHC}5n@3z$nTpY25{sZOYt zQ=*DhG+&fSOYyd9L*&x2XNydkz2&rG;O8aW6*4)WPwBs~Cq1i)Xo;dfUB1$7U5(nh zVqFXKD2wE;jnqc5k3o=oXnua0VTN6W=N#u+yS~+7Bns!gbJlQ{mNd-zQdEM9jeaqw zmgAiatM;95eYya*4TQ~Y`5fnbhiGp9%Z$+xw*U462P?@bk6uzJknFXF<+5pUUNZvr$s}|+*D4O069cAl(GM(peK}Si zE5vV*McH0PZmF_&$G=_2C4#XH#0heTb$-~_n-5~5gkjG-%JdHZEmU)Gf)Y(&2Ucph zWl!9_DIWpHrn9jf6R6`IPdWeU^si4FT+%Idb(t0v9ad zCF0%~>%5!0I?(AY^T9eEdgOYb;DKKu*R$4ux4jnYUGd?UGL1iYfQST8J3)>gbZV^! zH8`9wvR`mz;h0Cs8FNzxw|577xejkIP9s0K=Xas+KCUga8?Mu{_UDW8>$z8>Qrchh zX+=Mjm+67yXyuO(Vy#}M=JXNkh|3rfcpM8;Z5_?M;f#A;kO)dMb_@i=AVH$pv@9>_ z$6`??F3S$%3t1zh^3B!=j`AS&@~@xWOeW3%vUX3_pk-dAJ@2pCxY4qJKS|@pOJ^(h zkY(!9iF``*mJAwvF0NO)bOtNsN#9VoCDn}2dn+uPaV{l(9{U|&2< zz3Dy)DYg6eZ@gRMf3IF~|Gja|{rBeenrN)!TiAkP4V4D)n%MH{a#V^0O$=GI2ruBD z!hffMTgG&zf57*p@s`HJxVGZ^81bakR&puTdG()^s)P!@AF#{#d1s{=pGhSQSj(qG zBlcM;2LBqkf^=)kjqXmPu~p+A^{i!der!UvY+0xBL7MoYVp=tkOWEHB0X_-0beJ=) z@;Psq58NNGWxJ_>x`SIm`)^_9QtH>25t4I7Rb07K>%O4ruD-E`li=?9Cc8CjaXMSU z=n~PUw7BL|;+N^{o;Q|1yCM|o#VtFi<&~C&CylmqIFSN)`ws<6G=UTBKg^>o@Tv$V?#5+EIffdSrrJtoZSr!8zlOs}sPZO= zNS8|)-*%s*-eZJ|uaZ|%=eC83)U9o$eudPnZKdAahEdC`y!;DAhu;Dt;(^|>h^w2h z1rD+*@oT|X$_|SMI=U@`+Bpn?{W(*Gg5O`tTM};!)^BpzwG=mVUrR~65r(>lSr}#5 zW9@WhlmX{g4S=-To!l*i6q%~|v@n+p$J#?(HamW;mLJr>1jDx!!JFGD?$LMf`-nzj zg1J4*sl|9V`$h`Fs1Y=`g=52YitYo00kXByLvYQl+-@^zfcUIh4CwRvRToEYjTQLL z=8hOv{15hDXM%O>x%Nas5 z&nver?CfAE#is6*)mCyT^@TC{1TP_R77RCie*3!8i4Dvt>Qm>D61kX()U*6lkkpm<}~OgYN~%t7jT(U?f^M1K+*jwr2wG=)=jKB zI0TdeEHv7i*wJn{;|N8koGRhnKm-EAqht&*RDG=rC}+}@bZ9V*xf(lyAcq%Q?uNgLc@ z#DU-d*)L`MVR2d{EM-2UQXUnG1#y1IQ1c2Sepih8lb|qKK862Y`z+Ogwu+-kekGHg zQH5%*7NGXxWpz0=UnhtcWKqJm@lWBB9^+)fn#;1bN?<7M_LjcL)i zNs!r+Nr`b_Mspmevz`P%4Z$a}_>~D8Cp<3`&llt$v@&TnW%_>o=thV`gmvmMHlFf6 zknl^49#P9$m=ic4rXdMEy2A2gqt_ks6=IO5jNUA(mJ5Ln<;aj|xa82_qIQulj}4JZH|CqAM5L;ptWuQoQIfwG#}h-$`)aLR~k+68P-I=OwP z*`X)LCa$SFdy4uR@qH58iF#4Zt5fbGDYgWmU`P;0VP38GYxAuK-JLot`tIVA4KtJ} zqd}E30f9fDJz{R?Ec;*TEg$jLysiR$FMyTcICP3TAUxueeLFAg{xEM za}>DEs@`!KCah*G6cU7wWU|(g4^jxY?Ya-_ps9(e@l4GKwv7I4(xGsT$7R8&Z4%BV zqs&^Ax1%p_LA#@o7b1Z}*6R{Au*oQSC29lM7dE%+-K$qdHgT{B!(~*W?;k8Fl{|-{ zMfEA39c>{N-Z9u z$sOghYiVA{p`wwn8DWGsX_TDEEfa9bBG*Kii&_1yBi1hm$TPNsH&kiHe00wQn{1X- zYkxEQ20Z{D6d9lLrA$*9sd~JK6Kia(;GA5Ci#!XI8??h&3S9wQUM0&13ds7e`Ad`{&*=dI9wL5#=pgL-eHYo0#g;+HU%!@SD(cKDrC`%Z6j+eK4w z7wpl`D-9kyb58q)ey{@P(5PP%8d@@WVj>754?*NlB2${!6X24A3yXy#;M|Ur=Kw34 z@rVZGpxw4+^W+Xi=OBejxal!}t=oZWA`)^OY=CkuCvQQJ#@;O`NAO50mTEx?;@pa4mVAo?8)WeCZQj-`16^juD3 zcAAUjLQz=x6n4v~?61Io%pnQ;oGNvp=Y$tu-qkD~)CuA%%c-- zlG*Vb12RxPGsI))V|LV}n>{L^iH!y^5Tz(O}ik(PWMs^*?E8$l>yL$7ADQ6g?LRrN-22D zSQ^(32AzD)v+}5R2v%lO)*E1z17CU{O>r@xksGnUU2A7MLXjdc^JKTeyqW4f^^Tjp%TX;e}R=$*_HR{y$dS^W^CV?|(C}}oj9MO-C6pk#g zGxIAf`W(l)QNo$z8Vs)@R=jeDz4!Jvqsk^IcallDUy%>Oj1BvCO)g2qzOTMv*Ej32 zoJeR`=25Em`EOzRYGb#tI&u$Hr2PyFY;DRJ19_8poyJOiEh+3)*=&cxGld8ZSz* z7#x6~$iI{>?vn1lXBsDm5xL^&mLB2r7zStGW=jeNshzR^^j7$P_K3EzwH6 z1y>5om>12)H*y})2^P#aw-!P+e=xKwrjFPeIP(q_axHi@gbOnGl22~guDEMZ$2 z=GF2@1S>6%suW}vuO@Y0mh;JY_@QaJw&Zm0)LwB}wE!eT#^`kV- z#MJ2QwK7fGD_G6Vwe{6_Pn4jzyIjh6(R~uaJB-%{#}2p(VA-X+07VpzX;3O05MfyO z)g59ZYQ2Qj9a)s~HT+Wu-8NI$@D&s*Q*E4i!E4m+kNL$nL3Q^TmHBP|h453mz&BwC zd{o%|hSl|JZ}EO{!rCjDl=wwb=_&TSnXo2ZXpVRo;gTcl9Z}-~W8g4y*^~{AyF4d>h<4@eU}Wyd!W*#F^lLV)>Nx6*uP)fCbx4cQ;d(6jiNq?TMJM5nob!B9oFG z2bqs5OK88p$z4EC*xxh_^zCL#S`3#5G5lrUMTLd;y(p^Xa&};b$%dx|YKm%AsA$&gSEGtgfZZ$8FQrE>7e6msXNWfOI6* zO4@)J+HbRmU~jU^AZJ!>NQQmH(D<{LuW&G;}gK(v^`6Zy+A;lFe^0A2xRB9U2h= zY0!MtY|8njeiT}|T$pB{5<~wiOQfH+IAsu3Hlj|Lww6!1pH~jA8P5kBN#EDBORm)6 z78|i83~`@P=`Q*&q_T4uZ#bZ;i@lMax3c5qZ=|w*rQ@Tjxdl66rE|HI`7QTJXq~81 z^P62wrXFH(Reb-JMOp*kp#IftO8usO6mE-z26G9IhjwL1yH4Q9@(QUzzz-ZA_ffki zD5P=jtO>+#4muz)qvE))G}Jl^;&1dDl)qsdYUc?z`t$j-%*|Zd|k`5oW6z<=&xOfjL*4$5iJOqZldqkNq`CTq${L;KV76Vr;X9|Fp z!Uc|^c7bbsuCa@cm?c#+e8vp@Egz+tDsp_NVW)}FY?nR1$0GQ33?~uscuN@U%%e5_ zBLA%o40Rr#;;WnF^5T6HehEW4Is1&tdeMKO)Z22KoAyHS4i?`8?}(h$73bzr|EAOx zd6e}+eC{5uU|uiWj1RmM^ukR$?mj2h*G&ZJM^yb_k;saVz2Clzk33rZ*ATr*=Yl** zH-eAb@bi%w5g4kxUBH=75a(_PhodmB@?Q$SlYYZ1kT6ENCoSQYhq5dq0<&Iejwg!y zQB-@t4wOnRn-<{AMA-vZVXU+%i6=4&4#Y=5oI zN7wKaFv{S4soaUM7h6%AC-_q3vTLbEa$igFR5p&#;0|ARy>Hm;NPq;t7GTdvFaM|< zKpoWgnoapHIKhZ*;~ieXxCez0>Yu3ee*29a?N~k}Y!@Yyl6+AGk!nc@0%*1Ky{+$j>&H8_>52K;Tc5&12p8;TVN>Z`j3(38R`Db@ zr9oXbEkR9Dq!iQBFz}(CvL6o)W3xWgOZ%ZtmqO{XDdk0Y{_yI*qtv)~^<{b^!C#bv zD0CVPxfwxk-{Z#-Saqk34sFvV2PVu6>podxMUB zi^CjDX*;217Y7Bvfh0V@qe>?gz~##d;66(MW{K!-O2Biv^hDIJgSn`b3F~0X#`b$H z*TeB@>ncq(O5KB+aF3QZ0ArO3FvF4`qwz?;0Jc;kT99Fu*uP1pGMkNy;$Ld|H$@XZX4H zk-I~Rqv70>6YdI2ZYk5#op8n{EM+d2^1kjqg|$~Rg8Tu2fHhR5pX=$bR_v#gEni{qD_S%$WH57oN)i0%n zSynB;JFWnN=GxcWT(xMJuMCaJD;21`*9YL(iZLAy-~@d@GG$cUGo{)eF`au35YF@aEZS(!|{CrL-l*^}ux^6g9D7|gr{63u^Q7g$O zwM+8L62*MGg}>~3bKr7mDZc1Fxjvbhy;`O)Wn-_^X~ssFl(EN5%J%LyKL{D+$z}^T z?6_)UC7Yd@pZLUKnaCEWVwYU|p;-9YHI*s0HYXq8yyYV0S-e+7p zv86tRYsbP-y}Z5S!cnnG-usJF!~BxGi{tk061tQ@a-!BtaB<9XY6HHVeIpfx(h~;X zaZeqT&5PZYjpcox4R1>>rGC?Wa_#H<&gJe`ZMls%%b<4zwux+h?BbGCRO^)a!A#0} zbDJOB2#ubjb#5|n1((fxYl|WpccC`6b;eL?X3~0>ZfWsk0l~n*>#}K4t~~bMGM!6; zC&jwU2;HB+V}>${a?_cR@fHXOqeWU8EozLE2`jm@2+!%tJm>5Ik^RZHc`@8=LYqq_ zWqIBCf>9F~MQd8fR_y)VAEeu(s(rK9g3Q=&)m$zm{lI;aCUtikgHtwl)e^rzl(!L) zPU3WF3z3(Jhzg7Yr2Uq|<o2rxCiF(mM{Pv9$5^v&%RLrCB5vCkgAV<eO8^rMiDZa_xEGY9cwf&JFSoC5}%IHx;!TS_)*X$ zYzjZcVGqm&cuJV!l1YnjSw0B)Bo0&Mh?$4|4Hr%gQcNX{ntdbo4o-gKl{0}|GAa8P z3W>c=O=tp7m6B=LA**2cg(&jK5)FqmTv4l&{j*>(zoifOnNhx22 zgSG}2R=-wO4SF=zmHNgmw&uA?7WQ*Vm1Hj8wd?$pZ(Ff0$C5m2TExT3-F!)5m0Zet znNP2xR+MJ*Fr3?2xr{0aNY04sJi*2GnL+r_wf?NC17Dh`krR&Em`AxU^52db{}`d0 zSrc!gU?9_@z+P%!hnH*Ix0~JV{R4f{NRYEVAJL~TyDR@UktHUX*T7l>Bo$z z#Co1}=GN*E4wxOurG#&~Pr?^CV5;*a)-A|r*@i{)Q{IJ(x-n%CNiN@!?rk{^qU_BI zoQ{|$m^b6HBmL2%K2YacKU^0RT$01QT8j6=@1zY7G|q0R$#~Wh$^91HI%Z=TJF=(| zQpPg!DES+ma7Wi!uj47^@{OI>hdSSc%TD8JL<+Ql3zW;Iyw?@Q_4(})J`{50(tDW- zCKaFm+9ao%?Js2(`;Ba;6C0uuHnPZ~{BPr*!o4s#e|dg>vbMup<9dLg&lUuZqFHkz z5?WOAl;%brrG1@_=E5sBH(DOJ6!KfBfzZ)#$4P4Gx6%9)>_vRTI~-~W+vqH(lE0UI zBSnZ#ih{qHHYNq}ifE_1T6B*{P(&@C7UHD8Ik;e9;4)Ey=u%jP!+NGnY00JVui?Or zEy^hk1(Oyf{U% zCEh$)*S3L?(Q;(LVF5v`cn-%{OmtvyPaD_5=zweDQ)0$YC&Gl-dT~tWRI-m zZdZ7%zSG;P_afdDm4}&>@(n={wz=4?0Y}cY(Z$R#6jYcBSYtJ(&?i;caw_{-_;xE+ zEjVq>I#2%5BZ43@H;=^Jyur zqZIDeC+AjXJMY30$ZaC6nqoB9(#mgh5<3?XJVj#rJNob8Xw?lVIpE6FF3u^qZlM#z zb`nXiY&Wsnaq3yr3Msn@%c#w82gPtmQW)5CAK{cB@ZNR3AuSOrgt=XIFhV+T1C7d+ zG(wn53-u-ng-=oifh2>N3%l28=slLheez`WY zxeR@nN;uuL?7?c3!Rr#;dV3iAx@OZ7ysICj067tWKOr0?--Sdd4-8QmkbYEj8yk?% zd4)M)RQQZqgcto6Qiuh?4SY?qMsI9x7iyf+=$cRYt|JDw;0T@H;PcxSjb*N`&X%ab zLo_&j*7Q6k$az8leUKU_rwiU4;x+v!#n7W0xuDJi6%2n|P}zvKUW}?34fO>5iFtfi zzhE9+{?>_EQk&J4X)VnU9 z*7AFK1AsU>m~eMj)Ke-pv{zvOnSWR|l;v67y!wX^IEaE>4j=r zO5?({PbpuQ*t}d;7VxFXQq~kh$R2%QZ+e-@49$2TCCE&dOG$6KPg2RLMx6nv%n%5r zk$mY#c28sa@-+`z2wg!^)7VvKTlud#Kyld~+ytdm^~j=>U!tlYvfum` zRB!O7LNe+z(cf!#b3O$rqF-_;2^#eR?bCJ0;@RyrZRN|aek z@J95d6ob%u%RRg(?So%OIYxXK^RO@p!LQ3vv{bJ~f0a@(loN*^WLX;ng0159NBlZI z^-9nmnMc_!Eb^6_c{_&*RdX*kdTr>;`}UD@xs>LM?vv~4xk-Of&u$5^O8$^Qb4nEH zsGk!K3BtU}{e9tgQUV`_)9w}ETo=!K$~7hZak~N66^!wca*45M$Z|cwJbN{Z?%==B^P?4n=yov7RKN$ z4n`J}&Ep?6GlG?oWj#4Z|71M8a7JhcNx9dK$@`2 z=$Uo&&0fzngk0ix76JFvY_I1o_GfmHY(Dmy`#x0aA&(yv__wewE>7IBfE(P`Axr?9 z9m8Vo?pW>G`&X{8o}L#+wee$5337mWl=mY4ExaxyG!|HF;T|>HU51Rq-1(r|QU$W0qg8L4%)CjUu&p8$(RFip>=vDq(NOH!m`=cLco#{7@ zJB|9ocH==b*?}}@IOuprwv8=9<5n+O9Jdig31M;}#)qcs3qYF=gCpKHtpxS%~L}I07$taeB{e1C*ND5-dbE zx;kqxFz$bJxold54|d!~SM_l`N^F*If^E$-}}HlHfsNby$?NV8H5gjF6coU7!?C0**7qMopeORJ8^|dm3E8v^ud@vJ zSZJjA(NC_3H@JGJM13atvDu}N4pqIxK@?;Un6ljDc(yyS3BJK%WAYTgH>Bz@_fr|tI^&FN_u*-#D71iWd}{Z(I}baNwo}fTR-Z(fp~_$oD~!g z8f@@Rx?Jy6%U)R93MID^METDzw6;ftAZI!}gNH#|j1+d6p1NDBIg@e43@Kz(s>7oO zgpm`&BMNyen^WPLQQ^IH<2e0$)M8c%P1YMR_Ii8zhOjsNg)2XL+m+^ai(75M(KFWXi!NM684i&MatWfs% z$ga$%c!WbQT0=z(p7L45#2zyt-(Ct!E}JquJ1(z1%6jSz>(ZJRdV;Dqd<=x~_|8DZFT5Y1!f$?5f_{}EW!1YGtNe>DmQBI^*D2s6}EyB4# zqAuwCq8!ZzkvzTR9tVmloid1myvlcag3m`ut!CuGp*$H}T--CeLy-Br*1od&a&U-j zM&j{RclnHplPOW~QO1!Snn&+HhII!dU8!?>#I(Bmyjq->7X9O{x`s*l6d#TLY|uq} ztX&n_MrmfH{t_PQop852HyGR4$Bm{b-W7%&k%=W}K)9J0&#Dx$r1_Ng&{THnn@w2U z2*|72`2D~M>#|veZo@a?0R#{PD{TB-=mqm7F~zeAx!hNxQI%35&8M`N2GhzG0Eb|R zr6QN>ofAwQM$ruk#GGr=+F^;k-@2uCmTRG96Qf1AjtViwxrZ(N$ z`3gtK3AyKgd1bSB6}zG~Q6|NG344hwOc&>4a6m(+nxae#(b}r+hR@7n@8|5&Ma=gF+ z>wYfTw=4!q+*M^|E zHjw68p62=xG}i~xT+h?o7=q@;K$;tQnh%Dc`CuT;2QkgnA?6M8l+sN2c|+7_-dw%3 z|9OKv18H*e=IW*W&l}_!NRyj4S1;{<-XPCFn%um(dTIaj26+b3iHM;YS_dwXnHBWd}Adn-)P^Cfmq8GL|d z49_h09>A+4La#6Z6v&T8x(IOJ?MD36UdIhXM2PE_n6u?_0Sp8DMPe2)J! zl4qKTNQ@V~!*(CCX%s0#=2gh}qSCO)4#|)YxkHY)&_gziK^gX8{UX+^hMYnk%g~<| zdtB7mLoPZF$Z(&*ju!#VBH&@$+94V8(Iz(7IElzd6CQHO3DAt;2<-LkVldw!Cw~TJ z_-FiAOV-)pVE<@1AyWi3zNa=?x#fAtg+p)*_49a+BkJCYBdw}cnJ|WV1ef;fE~;YK zB15)(24?uj@YQ+?=Mj0qJ~~{Rhj7O6GjibwZw?0y6hnM!D}TLm$o>-?Lp`+B+WM@~ zj^7&`Qf3*HVIMxJ^p@PC1w+b3k7ejj!>=!QlX6J8=zua@ z-sOwt&9Jxvz1+3UA=e2-3XpM>7JEVu zjVwrpdT4J><+WD8qh=;XfnbA?Lc_80xW3qr0RNG6ElRK8A3{fgLSO>Gd|8 zC)>G6IX0XKi~)`35CWSlVQUoCW60JwD8qibix7eF!T6A~(*YUoaU3+jBLkwKp3`h^ z57#sip0Pab?udpf=dh)hTdszC2!|ECHhB;&Zcv8(jJp99K@T}g70Hkf?{w&nl6x9) z$o0Wv8TvDi5i%98KZlJyWVsc|kdHp5tFU`$Aw(ZizYWlg;q!Dj455eA+z6wXz21+0 zyVHMGl>W{(ZVo@jqJhIrdL+`g^^I3yi{gJ@!+*c=7L$ui-eK}ClS@o4GkKrM6(-l1 zTxaqDlbcL#G5J0w-_PU+nEW7P(iItTJgZS!1%!F|BT5$XYwzYe22-uWb&_={A(uvhRMHW^6!}Z zdnW&Z$$w<>pP2k-CjW)We`WIDnEZDp|AWc@Wb(g|^uF=Gk#b;v?rnVaGnjmy$#VkW$!}ru<4k@Vlb>Mn+nM|hCclfx?`HCQnfyK`e}Ks! zWb%iZ{1GO9jL9Eo@+Xn>zVWA!a#;Nte)VUW{5d9np2=Te@)w!>B_=<`fuCVzv;-(>Q)nEY)fe}~E6W%Bo!{Cy_>fXP2(@{gGOVtCm)st`(jq-FAQLhpE3zR6aw0eKARqFhAPS)filR75pcG1@EXtt*Dxxx~ zpc<;9CTgJ$>Y_dxpb;9QDVm`LTB0@DpdH$yBRZiAx}rOJpci_hFZy8s24XOVU>JsD zBt~Hj#$r4sU=k){DyCruW@0wxU>@dUAr@f?mSQzl4c1~E)?*_!VGFimJ9c0f zc4II0;Q$We5Dw!gj^PAO;xx|S9M0n+F5wEU;yP~N7H;D%?%@F*;xV4!8J^=MUf~Vi z;ypg#6F%cBzTpRc;y3;vVA{U~LJ$N+aD+f8ghp6|Lj*)bWJEzUL`O`-LL9_Jd?Y|3 zBt}vsLkgrsYNSCrq(??%LKb92cH}@V-VH80z6h}#vLK&1rc~n3pR7O=) zLk-kKZPY3M4JFyFU zuowGr0RQ0-j^HSc;{;COG|u82F5n_A;|i|fI&R_??%*!&;{hJwF`nWXUf?BO;|<>7 zJwDHv**lOF#rh5ClVTghVKWL0E)G1Vln)L`5{jKup9&9K=I>Bt#-4 zK~f|~3Zz16q(wSpKt^On7Gy(qo z4b(zy)I~isKtnV}6Es6}v_vbkL0hy(2XsPbbVWDxKu`2WAM`_i48$M|!B7mx2#msL zjKw%iz(h>O6imZ(%)~6r!CcJ80xZH}EX6Xcz)GyfKUj-@u^t<+37fGM+pq&Wu^W4^ z5BqTt|KTu>;24hMBu?QB&f+{S;1Vw5Dz4!MZsIoX;2!SdAs*ogp5i%P;1youE#Bb+ zKH@XJ;2XZBuvIsOv4P!#B9vLJj};JEW#2j#d55`Dy+sDti?L4$3|?z7Hq|K?7%MU#$N2h z0UX339L7-`!wHw#Z~Q^P41WoPAP9=!2!T)tjj#xZ2#AQth=OQ{j+lsrIEah*NPt90jHF10 z6iA8GNP~1pkBrEKEXa!N$bnqQjl9T*0w{>WD1u@rj*=*aGAN7ksDMhSjH;-H8mNid zsDpZ_kA`T3CTNQ0Xn|H}jkaiq4(N!^=z?zOj-Kd+KIn`77=S?-jG-8Y5g3Wl7=v*b zkBOLsDVU1sn1NZCjk%bI1z3p1Sb}9(j+I!2f3ODsVjVVMBQ|3TwqZMVVi)#cFZSaA z{=*?0!BHH?37o=doW(g@z(rif6385B$P!1jzW8fC!8r2!`MYiBJfGun3O`h=j<9ifD*|n23!yh==${h(t(&q)3hw zNQKl$i*(3QbD2MW>h)Sq}s;G_{sD;|7 zi+X5)hG>i?Xolu!iB@QXwrGzI=!DMbif-tEp6HD}=!gCoh(Q>Fp%{)47=_Uoi*cBM ziI|Kjn1<17bJi-$^#dEyCE4;>Ayu$~4#AkfL zH+;uW{K6ju$n=*$2#lZzh7bse&h>f_2hXhE7#7KfOIkBhj3E4Yg5xPe=^jk~yq2Y86bc!Fnmj+c0aH+YNp_<&FNjIa2H zANYyi_=A9%{}Kp65EQ`?0-+EZVG#}y5D}3P14F%b)K5Et>00Ev(oNs$aGkP@kp z2I-I<8IcKDkQLdH1G$hJd65qVP!NSt1jSGsB~c1xP!{D;0hLf0RZ$H!P!qLL2lY@N z4bccq&=k$l0MjcJ<$t&&=>tN0D~|XLoo~^FcPCN2IDXu6EO)> zFcs4=1G6w2b1@GKun>!}1k11-E3pdyU=9AoI&8p3Y{nLB!*=Y%F6_Zx?8gE8heJ4m zqd1NeIEB+Vi*vYui@1y{xQ6SviCegXySR@Bc!bAzif4F%mw1ggc!&4+h)?)}ulSB1 z_=VpHkmWA{5g0)b48ai+p%4aP5gri`36T*M(GUYM5gTz35Al%@iI45u^#kr`Q#4cU3ZpR=<1hgeF&R@Z z4bw3bvoHs9F&_)C2#c{4%di3~u^RtiE&j!NY``XL##U^@4(!Bk?7=?l$3gsu!#ILt zIF6Gzg)=yd^SFRZxQwf~h8wtv+qi>!xQ~Z;geQ24=Xilvc#XGshY$FO&-j9G_>Q0W zg+B<8^)G=C7(o#XArKOw5eDH99uW}I8Cj7HIgk^%kq7yZ9|cheMNkyQQ39n<8f8%q6;KhCQ3cgd9W_x4bx;@e(EyFm z7){X(EzlCJ(FX1Q(zR9lzdGpYD0M~`bVGOaL@)F~U-ZWS48mXx#W0M(NQ}l9jKg?L z#3W3?R7}SV%))HU#XKy)LM+A-EW>iF#47xQHTW0numKyf8C$Ro+p!b7um^jw9|!Os z4&exn;y6y=6i(wT&fx+s;xew_8m{9eZs88@;yxbW5gy|yp5X;v;x*pj9p2+3KH&?# z;yZre7k(o^w!Z{KU<5%h1V>1OLKuWactk)XL`GCZLkz@3Y{Wr4#79CTLJ}lJa-={i zq()k#Lk46-W@JG&WJgZqLLTHreiT3<6h=`LLkW~bX_P@Zlt)EWLKRd+b<{vD)J9#@ zLjyEKV>CfCG)GIcLL0P2dvri2bVgTnLl5*sZ}dSw^v6I9!VnC_@V|6zHR7+n>L_Up z#$r4sU=k){DyCruW@0wxU>@dUAr@f?mSQzl4c1~E)?*_!VGFimJ9c0fc4II0 z;Q$We5Dw!gj^PAO;xx|S9M0n+F5wEU;yP~N7H;D%?%@F*;xV4!8J^=MUf~Vi;ypg# z6F%cBzTpRc;y3;vVD`TRLJ$N+aD+f8ghp6|Lj*)bWJEzUL`O`-LL9_J{J(TiB~cn>P!8o$5tUE{ zRZ$%^Pz$wD7xmBp4bd1)&6w9yzE3q2?U@iW|dThWZY{ph>!w&4k zZtTH6?8ia;hr>96V>phJIE6Dfi}SdEOSp`yxP}|JiQBk?d$^B>c!Vc-isyKNS9p!L zc!v-8h|l5&1MkQrH#4LOh#xseC?kRJt62t`m7#ZdyKP#R@X4i!)ll~D!N zP#rZ<3w2Nz_0a&0&=^h83@y+StkJp30=??-O&TR&>MZx4+Ag|gE0idFdQQ> z3S%%9<1qn~Fd0)Z4KpwkvoQzrFdqxC2urXO%drBhuo`Qy7VEGc8?gynuoc^}1G}&r zd$A7(a1e)Z7)NmoCvXy{aR%pb9v5*5S8x^AaRaw-8+UOJ5AYC=@dVHC953+-Z}1lH z@d2Ok8DH@YKkyU3@dp8O{v{BCASi+(1VSM+!Xg|ZAR;0o3Zfx8Vj>peATHt~0TLlG zk|G&WASF^G4bmY!G9nYQAS<#X2XY}d@**D!pdbpP2#TRNN}?3Xpe)Lx0xF?0s-hZd zpeAag4(g#k8ln-JpedT81zMps+M*pgpd&h?3%a2@dZHKlpfCDk00v<&hGG~-U?fIk z48~zRCSnq%U@E3#24-P4=3*WeU?CP`36^0wR$>+Y!5aLFb=ZK7*o-aMhV9siUD$)Y z*pCDF4~K9BM{yh{a0;h!7UysQ7jYR^a1GaS6Sr^&cX1yN@Cc9b6wmMiFYy|0@DA_s z5ufk{U-2D3@C&~YAlF|4A~1p=7=j}tLLm&oB0M4>5+Wliq9F!iA~xb69^xY*5+Mna zA~{kZ6;dND(jfyfBJ*Fmw#xEXOJp`F2XZ1e@*p4bqaX^Q2#TUON}v=ghK>GL}WxkG(<;C#6ldzMSLVc zA|ysqBtr_ML~5i#I;2NNWI`5XMRw#sF62gDMSl#yAPmM(48sVF z#AuAcIE=?cOu`gQ#dOTTEX>AS%)O7Vh9K?&AR-;W3`#8D8KeUgHhk z;XOX$6TaXpzT*de;Wq;0`Aa|qMi2x;aD+rCgh5z@M+8JdWJEm8<1OCd z13uz2zTg|a<0pRM4+7-q(ypUKqh2HR%AmCs}6h(2AKq-_)S(HNsR77P|K{ZrI zP1Hgi)J1(XKqE9pQ#3;hv_xyPK|8cZM|46LbVYacKri%0U-ZKO48&jz!7vQRNQ}Z5 zjKz3Nz$8q@R7}GR%*1TW!92{zLM*}(EX8uHz$&c98mz@Stj9)d!WL}BcI?0|?8aW~ z!vP$`Asoh09K#8m#A%$tIh@BuT*4Jx#dX}kE!@Uk+`|Jr#A7_cGd#yjyuus2#e00f zCw#_Ne8Ug?#BcmTz$cTbyh>nw!YG1bD2|dSg)%6M@~D7HsEn$ph8n1e z+NgtisE>wdgeGW;=4gRdXpOdLhYsk7&gg<}=#HM~g+Azu{uqEk7>uD9h7lNv(HMhq z7>|jVgejPc>6n38n2ouZhXq)O#aM!6SdNugg@3RH|6(0BU?VnT3$|f9c48OyU@!LL z0RF=v9Klf>#|fOmX`ID5T);(K#uZ${b=<@)+`(Pk#{)dVV?4z(yueGm#v8oDdwj$v ze8E?I#}E9%Zv@Eymw*V2AP9!w2#HV#gRlsX2#AEph>B>4ftZMmIEaV%NQgv8f}}`} z6i9{CNQ-pHfQ-nDEXaoJ$cbFYgS^O(0w{#SD2iezfs!bVGAM`gsEA6af~u&F8mNWZ zsEc}NfQD#{CTND{Xo*&6gSKdo4(No==!$OWfu87%KIn)37>Gd_f}t3W5g3Kh7>jY3 zfQgulDVT=on2A}KgSnWG1z3c|Sc+v>ft6T|f3Oz+Vm&rs6E{iO>jxa0rixh=eGJis*=eScr|dh=&A7h{Q;OWJr#b zNQE>=i}c8VOvsF^$c7xqiQLG8e8`W2D1;&?isC4NQYekGD2EEDh{~vfYN(EysD(PH zi~4AQMre$tXoePOiPmU?c4&`|=!7olitgxvUg(X!=!XFqh`|_wVHl2)7=h7&l6(>Q~3IFF0Cge$m;>$rhixQ)BGhX;6w$9RHgc#fBNg*SMM_xONM_>8ak zh9CHe-}r-o1^*HVK@b$d5dxtQ8etI*5fBlP5e3l@9WfCLaS#{rkpPL17)g-~DUcGW zkp}6I9vP7dS&$XkkpsDq8+nlr1yB%$Q3S9uqMM zQ!o|NF$1$O8*?!a3$PH2u>{Mo94oO3|6mRN#X4-jMr_6wY{Pc!#4hZ?UhKyK{D(t0 zf}=Q&6F7y_IE!<*fQz_{E4YU1xQSc1gS)to2Y7_Xc#3CuftPrVH+YBl_=r#Vg0J|F zANYme2vF!R0TCEM5DdW)5}^iB~cn>P!8o$5tUE{RZ$%^Pz$wD7xmBp z4bd1)&6w9yzE3q2?U@iW|dThWZY{ph>!w&4kZtTH6?8ia;hr>96 zV>phJIE6Dfi}SdEOSp`yxP}|JiQBk?d$^B>c!Vc-isyKNS9p!Lc!v-8h|l5&1MkQrH#4LOh#xseC?kRJt62t`m7#ZdyKP#R@X4i!)ll~D!NP#rZ<3w2Nz_0a&0 z&=^h83@y+StkJp30=??-O&TR&>MZx4+Ag|gE0idFdQQ>3S%%9<1qn~Fd0)Z z4KpwkvoQzrFdqxC2urXO%drBhuo`Qy7VEGc8?gynuoc^}1G}&rd$A7(a1e)Z7)Nmo zCvXy{aR%pb9v5*5S8x^AaRaw-8+UOJ5AYC=@dVHC953+-Z}1lH@d2Ok8DH@YKkyU3 z@dp8m{3Q^AASi+(1VSM+!Xg|ZAR;0o3Zfx8Vj>peATHt~0TLlGk|G&WASF^G4bmY! zG9nYQAS<#X2XY}d@**D!pdbpP2#TRNN}?3Xpe)Lx0xF?0s-hZdpeAag4(g#k8ln-J zpedT81zMps+M*pgpd&h?3%a2@dZHKlpfCDk00v<&hGG~-U?fIk48~zRCSnq%U@E3# z24-P4=3*WeU?CP`36^0wR$>+Y!5aLFb=ZK7*o-aMhV9siUD$)Y*pCDF4~K9BM{yh{ za0;h!7UysQ7jYR^a1GaS6Sr^&cX1yN@Cc9b6wmMiFYy|0@DA_s5ufk{U-2D3@C&~Y zpy*!$A~1p=7=j}tLLtmwy0!}YSEoYZrHF`xD2R&ah=Ev$jkt)11W1U)NP=WYj+97+ zG)Rl|$bd}9jI79p9LR~>$b)>ykAf(KA}EUDD1lNajj||*3aE(6sDf&!j+&^2I;e~K zXn;m&jHYOY7HEmqXoGfWkB;bsF6fHx=z(77jlSrI0T_tE7=mFKj*%FJF&K;Sn1D%` zjH#H08JLOLn1gwkkA+x-C0L5(Sb5v{7kqKFl71@ykxsV%qkq-q>5QR|$#ZVk2Q3_>H7UfX^l~5T~Q4KXv6SYwX^-v!T z(Fje@6wT2BtTvoITTF%Ju{5R0({%di|Pu?qiS4gSSCY`{ir#ujYDcI?D1?7?2_#{v9@LpXw? zIF1uIh0{2TbGU$uxQr{fhU>VATeyR}xQ_>TgvWS_XLx~^c#SuBhxho1Pxykb_>Ld= zh2IEJ{4W6!7(oyW!4VRn5C&lp9uW`;kr5Tq5Cbt08*va1@sSXTkOWDQ94U|rsgV}x zkO3Ky8Cj4G*^v{ukOz5@9|cedg;5m6Py!`U8f8!p6H1z$R?QR&2u#?8I*D!9MKALHviqID%t1 zj*~crGdPR$xPVKzjH|eY8@P$vxPyDRkB4}KCwPkIc!5`VjkkD*5BP}B_=0cvj-U92 zKL}9bFM$vkK@kig5E7vg2H_AM5fKSd5Eao81F;YraS;y*kPwNH1j&#bDUk|kkQV8Y z0hy2)S&c0;NzIWl;_lP!W|;1=Ua;HBk$7P#5*l0FBTX zP0u0Aw4o8 z6S5#HvLgp_Avf|O9}1u#3Zn>$p*TvS6w071%A*1*p)#tX8fu^>YNHP7p*|X-5t^VW znxh3;p*7l~9Xg;RI-?7^p*wn_7y6(t`eOhFVK9bb7)D?uMq>=dVLT>c5~g4(reg+X zVK(Ms9u{CB7GnvPVL4V}75>2*{EKzifQ{IUE!c+b*oj@(gT2^~1NaYza0Ewj94BxJ zr*RhNZ~+%_8CP%(*KrfKa0hpB9}n;dkMR`G@B%OK8gK9p@9`0z@C9G-9Y633zY(C+ zUjia9f*=@zBP2p048kHjA|MhXBPyaH24W&M;vgR4BOwwY36df?QXmylBQ4S)12Q5r zvLG9>BPVhp5Aq^E3ZM`QqbQ1@1WKYb%Ag#|qarGy3aX+yYM>Tsqb};90UDw)nxGk) zqa|9Q4cekTI-nCeqbs_h2YRA6`k){BV;}}$2!>)fMqm_1V=TsD0w!WIreGSTVf);Kk*BH5TNv5 z0wFMhA{as-Btjz$!XZ2&A`+q?DxxC>Vj(u-A|4VTArd1Ak|8-#A{EjgEz%RyhG95HVid+;EXHF3CSfwBVj5;(CT3#} z=3zb-ViA^LDVAdeR$(>PU@g{RJvL$!wqPr^V+VF&H}+y54&WdT;V_Qk7*60MPU8&D z;XE$l60YDXuHy!7;WqB#9vw< zYqUi>bU;URMi+ELcl1Or^g&6T7end$At}@E;E02#(@7PT&+y<1EhM z0xse*uHYK3<0fw54({SU9^erk<0+ou1zzGc-rybH<0C%d3%=qze&82=BS6`|1Vms2 zK`;bINQ6QdghhBnKqN#)R767z#6)bwK|I7qLL@>GBt>$hKq{n0TBJh;WJG3UK{jMZ zPUJ!!kgSGe<>#+fwuo+vi4Lh(CyRirRupbBU9}eRPj^Q{?;uOx{EY9Ns zF5xn+;u>z?CT`;n?%_Tj;t`(UDW2m6Ug0&~;vGKVBR=B`zTrE5;uroPK)JsJLSO_% zFoZxzghm*ILwH0)Bt$_}L`Mw7LTtoEJS0FuBt{Y>Lvo})JFp}LSr;VGqgZUv_>1W zLwj^YCv-tqbVm>LLT~g%KMcS?48{-)!*GnmD2%~ajK>5_!emUvG|a$E%*Gtd!+b2n zA}qmDEXNA0!fLF+TCBr*Y{VvP!B%X?4(!5i?8QDDz(E|sVI0LVoWMz(#u=Q$d0fOL zT)|ab#|_-VZQR8@JitRd#uGflbG*bWyun+%#|M1EXMDvs{J>BA#vcSM|Cc}rf}jYF z5D10P2#autfQX2UD2RsWh>2K;gSd!~1W1I$NQz`gfs{y%G)RZ^$cRkHf~?4n9LR;- z$cua^fPyHDA}EI9D2Y-igR&@(3aEt2sETT+ftsj|I;e;GXoyB=f~IJW7HEamXp45} zfR5;lF6f5t=!stFgTCmG0T_hA7>Z#Sfsq)EF&KyOn21T3f~lB}8JLCHn2UK>fQ49$ zC0K^#Scz5m2W#*z)?ouSVl%d28@6L7c3}_pVm}VxKODjl9K~^*z$u)@S)9WKT*PHu z!8KgRP29pA+{Jx7z#}}yQ#`{9yu@p~!8^RiM|{E;e8qSCz%TqpfC_&Jh`Y{-tB$b~$} zi~J~nLMV))D25U!iP9*8aww0AsDvu0it4C=TBwb>sD}n5a%h{>3OX_$_gn1wl*i}_f9MOcib zScVl?iPiWAYw<7EV*@r}Gqz$Ic3>xVV-NOWKMvwQ9R5q!6s?Y!kKs5@;uOx{EY9Ns zF5xn+;u>z?CT`;n?%_Tj;t`(UDW2m6Ug0&~;vGKVBR=B`zTrE5;uroPK*hfVLSO_% zFoZxzghm*ILwH0)Bt$_}L`Mw7LTtoEJS0FuBt{Y>Lvo})JFp}LSr;VGqgZUv_>1W zLwj^YCv-tqbVm>LLT~g%KMcS?48{-)!*GnmD2%~ajK>5_!emUvG|a$E%*Gtd!+b2n zA}qmDEXNA0!fLF+TCBr*Y{VvP!B%X?4(!5i?8QDDz(E|sVI0LVoWMz(#u=Q$d0fOL zT)|ab#|_-VZQR8@JitRd#uGflbG*bWyun+%#|M1EXMDvs{J>BA#vcT%^p`*gf}jYF z5D10P2#autfQX2UD2RsWh>2K;gSd!~1W1I$NQz`gfs{y%G)RZ^$cRkHf~?4n9LR;- z$cua^fPyHDA}EI9D2Y-igR&@(3aEt2sETT+ftsj|I;e;GXoyB=f~IJW7HEamXp45} zfR5;lF6f5t=!stFgTCmG0T_hA7>Z#Sfsq)EF&KyOn21T3f~lB}8JLCHn2UK>fQ49$ zC0K^#Scz5m2W#*z)?ouSVl%d28@6L7c3}_pVm}VxKODjl9K~^*z$u)@S)9WKT*PHu z!8KgRP29pA+{Jx7z#}}yQ#`{9yu@p~!8^RiM|{E;e8qSCz%TqpfXaUfh`Y{-tB$b~$} zi~J~nLMV))D25U!iP9*8aww0AsDvu0it4C=TBwb>sD}n5a%h{>3OX_$_gn1wl*i}_f9MOcib zScVl?iPiWAYw<7EV*@r}Gqz$Ic3>xVV-NOWKMvwQ9L5nG!*QI%DV)JsoW})R!ev~= zHQc~W+{PW;!+ku&BRs)VJjV;X!fU+6JAA-Le8v}i!*~3|FZ@A(Dt`%tzzB+92!W6Y zjW7s@@Q8>=h=Qnyju?oA*ocdGNPvV$j3h{g5jXcPQ z{3wV*D1xFWjuI$^(kP2^sDO&7j4G&x>ZplYsDrwwj|OOj#%PLWXn~e!jW%e9_UMRC z=z^~3jvnZR-sp>d7=VEoj3F3?;TVZg7=y7Gj|rHB$(V|1n1Pv?jX9Wy`B;cWSc0Wk zjulvi)mVeIScmo4h)vjnt=Nto*oEELi+wnNgE)l4IErI9fs;6mGdPFyxQI)*f~&ZW z8@PqrxQlyufQNXDCwPYEc!^hdgSU8(5BP-7_=<1%fuHz|KL}X$FM$vQK@l7w5DK9Y z7U2*95fK?t5Dn206R{8naSbRDUlj!kPhjQ5t)z$S&C z1yLA9Pz=RU5~WZEWl$&mu7kQ!-`4jGUUnUMwAkR3UZ3we+i`B4Cc zP#8r~3?)z!rBMduP#zUg2~|)P)lmbrP#bko4-L=|jnM?n&>St%3T@C9?a=|9&>3CP z4L#5kz0n8#&>sUa2tzOw!!ZJ*FdAbq4ihjDlQ9L;FdZ{73v)0R^RWPnuoz3R3@fk_ ztML!k;$N)C25iD+Y{fS0z)tMO9_+(@9K?S(j3YRP<2Z>^ID@k|j|;ej%eabbxPhCv zjXSu9`*?^)c!H;Rju&`^*LaI}_<)c2j4$|x@A!#d_=5n|{}Kp+5fs4?0wEC^VGs`C z5fPCP1yK&4bTXU(G<N8lod6Vj&LVB0drz5fURQk|70BA~n(=9nvEsG9e4HB0F**7jh#n@}U3c7LN}&wOqC6^~5-OuAs-XsIqBiQF9_phZ8lefAqB&Zi6 zdZ7>cqCW;;5C&r?hG7IoVl>8J9L8fJCSeMuVmfAE7G`5E=3xOAVlkFr8J1%uR^cD4 z!M|9C4cLgy*n(}?j-A+rJ=lx=IDr3f2uE-f$8iFua2jWE4i|6{mvIHxa2+>s3wLlA z_wfLa@EA|=3@`8!uki-&@E#xW319FP-|+*#@EZYY{v{v+BM5>aI6@*6!XPZdBLX5J zGNK|HVjw1BBM#yrJ`y4kk{~IPBLz|+HPRv-G9V)|BMY)2J8~iy@*pqrqW}t_Fp8oW zN}wc4qYTQSJSw6Rs-P;WqXufBHtM1t8lWK>qY0X!Ia;C>+Mq4kqXRmjGrFQ1dY~tI zqYwI_KL%nDhF~a$V+2NFG{#~aCSW2aV+y8WI%Z-P=3p-7V*wUnF_vN(R$wJo;~%WW zzgUkA*o4j4if!0|o!E^%*oXZ%i2raHM{o?saT2F+24`^|7jOxeaTV8a12=IScW@8) z@eq&j1W)lCFYpSl@fPp!0Uz-hU+@jz@e{xB2LWpRB@hB5D1spbLLxN6ARNLYA|fFQ zq9QtCAQoaHF5)2p5+X5@AQ_S)B~l>`(jq-FAQLhpE3zR6aw0eKARqFhAPS)filR75 zpcG1@EXtt*Dxxx~pc<;9CTgJ$>Y_dxpb;9QDVm`LTB0@DpdH$yBRZiAx}rOJpci_h zFZy8s24XOVU>JsDBt~Hj#$r4sU=k){DyCruW@0wxU>@dUAr@f?mSQzl4c1~E z)?*_!VGFimJ9c0fc4II0;Q$We5Dw!gj^PAO;xx|S9M0n+F5wEU;yP~N7H;D%?%@F* z;xV4!8J^=MUf~Vi;ypg#6F%cBzTpRc;y3;vVC}yILJ$N+aD+f8ghp6|Lj*)bWJEzU zL`O`-LL9_Jd?Y|3Bt}vsLkgrsYNSCrq(??%LKb92cH}@V-VH80z6h}#v zLK&1rc~n3pR7O=)Lk-kKZPYro4AELxQqLEfJb$cTbyh>nw!YG1bD2@^+iP9*8aww0AsDvu0 zit4C=TBwb>sD}n6wcr*&f@|u;WDn`8gAewZsQK_;XWSX5uV^Fp5p~x z;Wggk9X{YAKI03%;X8if7yckn-2nbV5ClVTghVKWL0E)G1Vln)L`5{jKup9&9K=I> zBt#-4K~f|~3Zz16q(wSpKt^On7Gy(qZplYsDrwwj|OOj#%PLWXn~e!jW%e9_UMRC=z^~3jvnZR-sp>d7=VEoj3F3? z;TVZg_y=R~AI4%lCSVdKV=AU$24-S5=3pM?V<8q{36^3xR$vuYV=dNU12$qawqP5! zV<&cD5B6d|4&V?D<0y{d1Ww{K&fpx*<03BM3a;WhZr~Pf<1X&u0UqKpp5Pgt<0W3< z4c_8CKHw8R<14=52Y%u={vdF@0RBQy1VadfL}-LTID|(;L_!oqMRdeKEW}1!#6tok zL}DaCG9*Vzq(T~`MS5gFCS*odWJ3<*L~i6kKIBJ16haXcMREL%k|>2TD2wu_fJ&&0 zs;GtK)Xo}`&fmUdZwrGbA=!nkff^O)Jp6G=>=!^asfI%3Hp%{h{ z7>UvN2mj(fjKg?L#3W3?R7}SV%))HU#XKy)LM+A-EW>iF#44=8TCB$gY{F)2#Ww7~ zPVB}W?8AN>#33BPQ5?q!oWg0G#W`HSMO?-eT*GzT#4X&xUEIe5Ji=o<#WTFXOT5M# zyu*8Z#3y{gSA540{K9VpsvkgL1VK;)M+k&MXoN*LL_kDDMifLtbi_m~#6eudM*<{5 zVkAW}q(DlfMjE6;dSpZgn1G3xj47Cg>6nRGn1i{Pj|EtS#aN1ESb>#TjWt+@_1K6_*n+Ltjvd&A z-PntLIDmsVj3YRP<2Z>^ID@k|j|;ej%eabbxPhCvjXSu9`*?^)c!H;Rju&`^*LaI} z_<)c2j4$|x@A!#d_=7+V0{9C-5DdW)5}^n_kfJvB)shEZtn2Fh#gL#;bg;<0oSc>IXfmK+IwOEG@*oe*8f^FE2o!Esv z*o*x*fI~Qpqd0~WIEm9ZgL62Ki@1a5&1MkQrH#4LOh#xseC?kRJt62t`m7#ql>vq7=%YEXtz-Dxor}q8e(T zCTgP&>Y+Xwq7j;)DVn1NTA?-Cq8&P*BRZoCx}iIIq8Iw0FZyEu24OIUVi-nXBu3*O z{EPoE4&yNqlQ0ESFȽ$rm7^RNI5u^3CR49l?+tFQ)Zu^t<+37fGM+pq&Wu^W4^ z5BqTthj0W(aU3Ub3a4=v=WqcRaT!-|4cBoKw{Qn{aUT!x2#@g;&+q~-@fvUN4)5_1 zpYR1=@f|<#3%?PlQ2>Dv1VIrTArK0o5fBFV=wmM z01o0Xj^G%M<0MYu49?;_F5nU_<0`J<25#au?%*Eo;~^g537+CPUf>m8<1OCd13uz2 zzTg|a<0pRM4+1p~;4cJ0Fa$?PghCjEMR-I&Bt%A3L_-Y3L~O)CJj6#rBtjA-MRKG- zDx^kQq(cT|L}p|`He^RmfnMm1zUYSm7>L0bf?*hrkr;)4Fb4l& zEXHF3CSfwBVj5;(CT3#}=3zb-ViA^LDVAdeR$(>PVjVVMBQ|3TwqZMVVi)#cFZSaA z4&gA4;uucgBu?WD&fz>R;u5alDz4)OZs9iW;vOF0As*uip5ZxO;uYTDE#Bh;KH)RI z;v0V8Cw}7(0yhcZF9by}gg{7yMi_)cctk`bL_t(UM-0S5Y{W%8BtSwWMiL}La->8m zq(NGwM+Rg$4MFaE!w&4kZtTH6?8iYI z!Vw(Bah$*@oW@z4!v$Q#Wn95ET*pn^!X4bjeLTP;JjPQz!wbB`YrMfbyvIj;!WVqS zcl^LF{6?Ur0R%=61VwO!Kq!PpScF3aL_}mnK{P~1OvFMQ#6^50Kq4eYQY1qPq(o|@ zK{}*IMr1-3WJPx5KrZA)UgSdo6hvVZK`|6Z36w->ltDR^M@3XZ6;wra)IcrNMqSiH z12jZqG(j^oM@zIq8?;4xbU-I`Mptx05A;ND^g%!L$3P6i5Ddj|jKC<2#u)sIu^5L5 zn25=kf@zqJnV5w+n2Y&XfJIo0rC5d)Sc%nGgLPPsjo5@O*oy7gfnC^*z1W8XIEceI zf@3(2lQ@MlIE(YRfJ?ZHtGI?6xQW}igL}A-hj@f1c#7wEfme8qw|IvS_=wN=f^Yba zpZJA82-GZqzYqk$5F8;93Skfy;Sm9m5E)Ss4KWZCu@MLH5FZJV2uY9>$&mu7kQ!-` z4jGUUnUMwAkR3UZ3we+i`B4CcP#8r~41c2pN})8$q8uuqA}XT_s-Ze+q893)F6yHJ z8lf?oq8VDCC0e5m+MzuRyhG95HVif+t82pE^7>@~< zgvpqSX_$eTn2kA@hxu5DMOcERSdJA~h1FP#b=ZK7*o-aMhV9siUD$)Y*pCA^gu^(B zV>p46IE^znhx53IOSpooxQ-jRh1DgZ+&qB45EQ`>0wEC^VGs`C5fPCP1yKZ2hV zp$VFzIa;6{Mo94oO3Yp@pUu>qT~8C$UpJFpYGu?PFG9|v&=M{pF! zaRR4s8fS417jO}maRt|K9XD|ccW@W?@c@tT7*FvGFYpqt@doek9v|@uU+@**@dLl` z8-ZE`5Ewxa6u}V!p%5Bj5e^X$5s?uE(GVRm5esn;7x9q*iI5mckqjx25~+~}>5v{7 zkqKFl71;v_XvF1^b0IhKA|DE%APS=hilI14pd?D849W%2wN?25eaBkSs4}Xc8mglv zYM~D5qCOg+5gMZ@nxO?+qBYu}9onNKI-v`?qC0w^7kZ;F`e6VDVlaka7=~jcM&Tcf z!G9Qw@tA-~n2f2Ih8dWN*_eZQn2&{6ge6#t&Der%*p8jpg+17d z{WyR_IEh7&l6(>Q~3IFF0Cge$m;>$rhixQ)BGhX;6w$9RHgc#fBNg*SMM_xONM z_>8akh9CHe-}r;TEd%%qK@kig5E7vg2H_AM5fKSd5Eao81F;YraS;y*kPwNH1j&#b zDUk|kkQV8Y0hy2)S&@+ zqYmn!J{qDCnxH9~qXk-_HQJ&bI-nyuqYJvBJ9?rQ`k*iRV*mzWFot3nMqngH;~)Hs z|1b{YF%gq61yeB{GcXIYF&Fc&01L4gORx;fu@bAW25Ye%8?XtRu@&2}13R%Bd$14t zaS(@a1V?ckCvXau0Aw4o86S5#HvLgp_Avf|O9}1u#3Zn>$p*TvQBub+U%Aq_eq7tg0DypLfYN0mj zq8=KcAsV9znxQ#bq7~YpE!v|4I-xVVq8oakCwij~`k_AtVi1O4D28JMMqxC@;9rcz zI84AqOvV&U!*tBVEX=`N%*O&O!eT7NGOWN#ti~Fw!+LDQCTzi0Y{w4l!fx!vJ{-V7 z9L5nG!*QI%DV)JsoW})R!ev~=HQc~W+{PW;!+ku&BRs)VJjV;X!fU+6JAA-Le8v}i z!*~3|FZ@BE)&cy5AP9!w2#HV#gRlsX2#AEph>B>4ftZMmIEaV%NQgv8f}}`}6i9{C zNQ-pHfQ-nDEXaoJ$cbFYgS^O(0w{#SD2ihE8zoQ*rBN2;PyrQD8C6gX)ln0*PzQBU z9}Un5jnNd%&;l*d8g0-H?a>jP&;?!59X-$sz0nu_FaQHF7(*}&!!Z)0@DIk|Ka9nA zOu!^e##Bth49vuA%)va&$3iT^5-i1XtiUR)##*ey25iJ;Y{52c$4>0R9_+<_9KazQ z#!(!@37o`foWVJq$3{iO>jxa0rixh=eGJis*=eScr|dh=&A7h{Q;OWJr#bNQE>= zi}c8VOvsF^$c7xqiQLG8e8`W2D1;&?isJYiB~c1xP!{D;0hLf0RZ$H!P!qLL2lY@N z4bccq&=k$l0MjcJ<$t&&=>tN0D~|XLoo~^FcPEj5B|k}7>Dtg zh)I}&shEx#n1$Jxi+Napg;uY=#4(;hyECdK^TIe7>*Gbh0z#;e=!#0FaZ-W z8B;I~(=ijXFb8un9}BPui?I~TumUTw8f&l)>#-4=umxMO9XqfKyRjGhZ~zB!7)Njn z$8i#;a0X{_9v5&4mvI%>a054S8+ULI_wf*q@B~ls953(+ukjY|@Btt38DH=X-|-W_ z@CSj~1@ISwAQ*xpBtjt!!Xi8(AQB=YDxx63M4JFyFUuowGr0EciGM{x`% za1y6+2Ip`d7jX$!a23~a1GjJ+cX1C7@DPvj1kdmsFYyX*@D}g!0iW<0U-1n;@DsoB z2Z7rM@E3w27(yT>A#aN8P1Wd$aOu;lv z$4tz^9L&XhEWjcx#!@W93arFxtid|0$3|?z7Hq|K?7%MU#$N2h0UX3(9KkUh$4Q*R z8Jxv=T)-t<##LOy4cx?S+`&EE$3r~A6FkLpyud5G##_9@2Yke5e8D$-$4~si9|Y zY{-tB$b~$}i~J~nLMV))D2BgL0;NzIWl;_lP!W|;1=Ua;HBk$7P#5*l0FBTXP0oTNF5u)oQ=d0UW|% z9K|u5z)76O8Jxp;T*M_@!Bt$x4cx+Q+{HaSz(YL76FkFnyu>TK!CSn?2YkY3e8o5X zz)$?f9|Z0cz+VW8UjSDh1iITcu0VRNQ@*%hU7?zR7iug zNRJH2gv`i_Y{-F}$c;S6hx{mrLMVcwD2~5T5~WZEWlWD1u@rjuI$|(kO#+D36M$ges_t>ZpNQsExX)hX!bf z#%O|OXpWX>g*Ir5_UM34=!~xDh92mN-sppV=#POIgdrG;;TVBY7>zOb7h^FF6EG2z zF$L2w9WyZtb1)b4u>gy(7)!AXE3gu)u?Fj~9viU-rX8+)-22XGLFaRkS3 z94B!KXK)thaRHZb8CP))H*gcTaR>Ks9}n>ePw*7a@dB^#8gKCqAMg>M@de-T9Y664 ze-Nlk0DmC}f+09U1`yD>3nhm^ScFFeL_%alMKr`fOvFYU#6x@}L?R?XQY1$Tq(W+> zMLJ|aMr1}7WJ7l3L@wk(UgSps6hdJXMKS!15-5ezD2sBafQqP$DyW9)sEJyrgSx1X z255xFXo_ZNftF~EHfV?T=!j0}g0AR}9_WSM=!QB%2V?Lb#$r4s zU=k){DyCruW@0wxU>@dUAr@f?mSQzlE!JTJHexfjU>mk$Cw5^E_F_K{;1CYu zD30L-PU1Aq;2h55A}-+yuHt$CU0dAltDR^M@3XZ6;wra)IcrN zMqSiH12jZqG(j^oM@zIq8?;4xbU-I`Mptx05A;ND^g%!L$3P6i5Ddj|jKC<2#u)sI zu^5L5n25=kf@zqJnV5w+n2Y&XfJIo0rC5d)Sc%nGgLPPsjo5@O*oy7gfnC^*z1W8X zIEceIf@3(2lQ@MlIE(YRfJ?ZHtGI?6xQW}igL}A-hj@f1c#7wEfme8qw|IvS_=wN= zf^YbapZJA82-GcrzYqk$5F8;93Skfy;Sm9m5E)Ss4KWZCu@MLH5FZJV2uY9>$&mu7 zkQ!-`4jGUUnUMwAkR3UZ3we+i`B4CcP#8r~41c2pN})8$q8uuqA}XT_s-Ze+q893) zF6yHJ8lf?oq8VDCC0e5m+MzuRyhG95HVif+t82pE^ z7>@~p46IE^znhx53IOSpooxQ-jRh1DgZ+&zH55EQ`>0wEC^VGs`C5fPCP1yKZ2hVp$VFzIa;6{Mo94oO3Yp@pUu>qT~8C$UpJFpYGu?PFG9|v&= zM{pF!aRR4s8fS417jO}maRt|K9XD|ccW@W?@c@tT7*FvGFYpqt@doek9v|@uU+@** z@dLl`8-aQR5Ewxa6u}V!p%5Bj5e^X$5s?uE(GVRm5esn;7x9q*iI5mckqjx25~+~} z>5v{7kqKFl71@ykxsV%qkq-q>5QR|$#ZVk2P!gq42IWv56;TOQP!-it1GP{abx{uu z&=8H$1kKPKEzt^X&=&2{0iDnpUC|9a&=bAU2mR0=12G6gFciZv0;4b*WAHD=VjL!5 zA|_)BreQi}Vix9LF6Lta7GW`#Vi{Hh(6!ad09{>H8?D7UY`{ir#ujYDcI?D1?7?2_ z#{nF|VI0LVoWMz(#u=Q$d0fOLT)|ab#|_-VZQR8@JitRd#uGflbG*bWyun+%#|M1E zXMDvs{J>BA#vcUk8Ngo%ieLzVkO+-12#4^9h)9TnsECdjh=tgQi+D(Ygh-4eNQUG{ ziBw2~v`CK($b`(uifqV%oXCwl$cOwWh(aiWq9~5PQ4*z424ztm6;KJ4Q5Drt12s__ zbx;rW(GZQ$1WnN#EzkiI{{bn2PC`fmxW1xtNCqSct_~f@N5al~{!}Sc~=8fKAwpt=NVg*oocPgMHYK zgE)jEIEv#qfm1k*vp9zfxQNTRf@`>ro4AELxQqLEfJb$cTbyh>nw!YG1bD2@^+iP9*8aww0AsDvu0it4C=TBwb> zsD}n_upS$+30trg+pzkMio>;b<{*H)InX; zM*}oMV>CrGv_MO=MjNz4dvru6bU{~iM-TKuZ}de!48TAP#t;m{aE!z#{DU$04`VSN z6EF#rF%{D=12Zujb1)C{u@H-}1WU0TE3gWyu@>vF0UNOyTd)n=u@k$n2Yay}2XF|7 zaTLdJ0w-}AXK)VZaS@kr1y^w$H*gELaToXS01xpPPw))S@e;4_25<2mAMgpE@fF|j z13&Q_e-OA&0DmDUf*}M#A~eDv9Ks_aA|VQ*B06Fq7GfhV;voSNA~BL68ImIe@BLqSrG{PbrA|N6nBMPD+I$|Og;vg>KBLNa2F_Iz~QXnN#BMs6a zJu)H_vLGw6BL{LJH}WDM3ZNhgqX>$jI7*--N}~+Qp*$+05~`pos-p&Kp*HHG9vYw_ z8lwrCp*dQj722RJ+M@$Hp)&4bTXU z(G<jKz3Nz$8q@ zR7}GR%*1TW!92{zLM*}(EX8uHz$&c9TCBqcY{X`4!8UBiPVB-S?8SZ@z#$yQQ5?ew zoWyCI!8x4AMO?xaT*Y!81I^OT5Axyv2Kbz$bjhSA4?{{KRkk zLE!!Y{Dq(hh7bse&h>f_2hXhE7#7KfH7UfX^l~5T~Q4KXv6SYwX^-v!T(Fje@ z6wT2Bt6V7hw+$*NtlAE zn2s5kh1r;kd02pjSd1lDhUHj^Rak?ySdR_Zgw5EBZPVATeyR}xQ_>TgvWS_XLx~^c#SuBhxho1Pxykb_>Ld=h2ID? zAb`LKf}jYF5D10P2#autfQX2UD2RsWh>2K;gSd!~1W1I$NQz`gfs{y%G)RZ^$cRkH zf~?4n9LR;-$cua^fPyHDA}EI9D1nkFjWQ^Q@~DVPsDi4fjvAe2XiqW3$O@_u@uX&0xPi^Yp@RMu@RfF1zWKlJFpA8u^0Pr00(gxM{o?saT2F+ z24`^|7jOxeaTV8a12=IScW@8)@eq&j1W)lCFYpSl@fPp!0Uz-hU+@jz@e{xB2Z06# z@E3w07=j}tLLm&oB0M4>5+Wliq9F!iA~xb69^xY*5+MnaA~{kZ6;dND(jfyfA~Uie z8?qxOav=}$B0mbC5DKFxis5gRKq-_)S(HNsR77P|K{ZrIP1Hgi)J1(XKqE9pQ#3;h zv_xyPK|8cZM|46LbVYacKri%0U-ZKO48&jz!7vQRNQ}Zi7=!;X7UMAilQ0=mF%2^? z6SFY~^DrL^u?S1B6w9#!tFRhtu?`!s5u33E+prxwu?u^!7yEGlhj182aSSJL5~pzn z=WreuaS2y&71wbCw{RPGaSsph5RdT$&+r^C@d|J77Vq%^pYR!9@eM!l6Tk5Xfd>Wf z7lI-fLLekUBMibJJR%|zq97`wBL-q2HsT^45+ETGBMFirIZ`4O(jYC;BLgxaGqNHZ zav&#iBM&)J7fDLwz(vBQ!x%G)D`x zLTj`|J9I!tbVe6+LwEEVI%Z%N zW@9eqVF4CmF_vH%mSZJWVGY(|JvLwyHe)NcVFz|%H}+s3_TwN9;Ruf6I8NXcPU9@j z;Q}t=GOpknuHzpBQhZivLZWj zAQy5YFY=)P3ZgKIpcsmy1WKYb%Ag#|qarGy3aX+yYM>Tsqb};90UDw)nxGk)qa|9Q z4cekTI-nCeqbs_h2YRA6`k){BV;}}$2!>)fMqm_1V+{VqSd7C2OvGeN!8AN9!7&`iNu0tNoW*%u zz$IM9Rb0aj+{A6%!9Co^Lp;J0JjHXoz$?7QTfD;ue8gvb!8d%zPyE6k1R4^+UkHL= z2#$~lg)j(<@Q8p&h>WO+h8T#6*ocF8h>wIwgd|9cghQCn)rBE7WQ4SSQ5tUH|)leNZQ44iY7xmEqjnEiP0|)=!M?si+&h@ff$S-7>3~(iBb3mWAGowVmu~b5+-9RreOwV zVm9Vr9_C{q7GVjNVmVe|6;@*{)?ouSVl%d28@6L7c3}_pVm}Vx5Dw!gj^PAO;xx|S z9M0n+F5wEU;yP~N7H;D%?%@F*;xV4!8J^=MUf~Vi;ypg#6F%cBzTpRc;y3;v@X!GM zLQn)l2!upvgh4ojM?^$I6huXI#6T>>MqI>00whFYBtbGHM@pnZ8l**fWI!flMpk4) z4&+2`wdgeGW;=4gRd zXpOdLhYsk7&gg<}=#HM~g+Azu{uqEk7>uD9h7lNv(f9}d;y;YTcud43Ou#|fOmX`ID5 zT);(K#uZ${b=<@)+`(Pk#{)dVV?4z(yueGm#v8oDdwj$ve8E?I#}E9%Zv+|^Kwtzx zPy|N^ghFV9ML0x2L_|guL_>7ML@dNXT*OBLBtl{&MKYv7N~A^_q(gdSL?&cGR%AyG z(26hm>8KuMHF8I(hLR753IK~+>o4b(zy)I~isKtnV}6Es6}v_vbk zL0hy(2XsPbbVWDxKu`2WAM`_i48$M|!B7mx2#msLjKRMci*cBMiI|Kjn1<&Der%*p8jpg+17d{WyR_IEh7&l6(>Q~3IFF0C zge$m;>$rhixQ)BGhX;6w$9RHgc#fBNg*SMM_xONM_>8akh9CHe-}r;TBLesfK@kig z5E7vg2H_AM5fKSd5Eao81F;YraS;y*kPwNH1j&#bDUk|kkQV8Y0hy2)S&@+qYmn!J{qDCnxH9~qXk-_HQJ&b zI-nyuqYJvBJ9?rQ`k*iRV*mzWFot3nMqngH;~)Hs|1b{YF%gq61yeB{GcXIYF&Fc& z01L4gORx;fu@bAW25Ye%8?XtRu@&2}13R%Bd$14taS(@a1V?ckCvXa6bB~cn>P!8o$5tUE{RZ$%^Pz$wD7xmBp4bd1)&HIVm=mN z5f)=9mSF`}Vl~!a9oAzbHen04Vmo$V7j|PW_Tc~y;xLZj7>?s4PT>sB;yfQ-zb4nD2=ixhYF~O%BX^BsE(Sbg*vE<`e=YgXpE+4h8Adv)@XxvXpfHQ zgf8fc?&yJD=#9SUhXELf!5D&J7>JTBrAuHY)J z;|6ZwHtymc9^fG!;|ZSOIbPxw-rz0X;{!h7Grr;*e&8p5;|~Il4&W~YMKFXwNQ6ch zghO~lL?lE(R76J%#6oPuMLZ-xLL^2KBtvqfL@J~~TBJt?WI|?SMKPUJ=&nN#?_EFRj+@0XT z-7UBUcXx*Y1{fG%21y`50s#^T5Zv8@yIX+Z2?V#`?(T5=`F`g+_pE!*KTlP?^;XsH z+H37zt9$qEAaq10bVe71pc_Kb1HBN2-sppV_!j*!00S`yKj23U#ZMTH5%>io@he7S zEPlgyOu!^e##Bth49vuA%)va&$3iT^68w&3SdNugg*8}<_1J(-*o>{%h8@_6-S`80 zu@C!k0EciGNAVYq;W$pR;u0?73a;TgZsHd1;4bdt0UqHop5hr^;3Zz; z4c_5BKH?K1j0_MFkq{YC5e+dA6R{Bo@em&gkqAkU6v>brDUk|k@D0U$F6LnY7Gg1$U@4Yi1y*7;)?gjhVBFV-NP? zPwdA*9KsPC#osuFe{ce)a2jWE4i|6{|Kc*P;u>z?CT`;n?%_Tj;t`(UDW2m6Ug0&~ z;vGKVBR(U-r~qFe5~3g~q9X=kAvWS79ugoS5+ez|L^7m6N~A^_q(wSpKt^On7Gy(q z&)J7fDLwz(vBQ!x%G)D`x zLTj`|I|QKvIw2Tc&=uX#9X-$!VF*Vb^u@RM4g>H#24OIM#1Q<1VHkm*F%qLN8e{Mq z#$f^`Vlt*+8m40=W?>HIVm=mN5f_wWD@@fc6=4A1crukZ$M z@g5)W37--1*8pE2GNK?Fq9Z0^Ar9gqJ`x}i5+fy36n7u(=Y=wF&lF*5A(4Qi?9U0V;PoXC01b#)?z(2U=ucDE4E<=c49aFz+UXb zejLCd9L7=ng=0956F7;}ID>OIkBhj3%eaDTxQ?5+g*&*5`*?syc#Nlbh8K8=*LZ_> zc#n_xgb1SpL_{P+MpQ&Y48%li#6dj7M?xe*5+p@3Bu7f5LK=L9bV!ek$b>A&itNaN zT*!^Q$cF+bh{E_9MNteTP!gq42IcS#Dxe}NqYA2_I%=X8>Yy&_qX8PBF`A+oTA(Fb zqYc`jJvyKxg3%dW5rXarMNjlXIC`Tm`r$kD$M+bB!T13~FciZu96#e1jKZ%NgRvNg z@tBB7n1ZR8jv1JR*_exYSb&9Cj3ro#WmtigSdBGUhxOQqP1u61*p408h27YLz4#OR zaS(@a1V`~Vj^Q7iz$u)@S)9WKT*SY)jH|eY8@P$vxPyDRkB4}KCwPkIc!5`VjkkD* z5BP}Bh%hF=7l?!?h>GZlfmn!*xQK@YNQlHpf-jK_DUcGW0|f4fOQW6^>5u^#kr`Q# z4cUo%drBhuo`Qz4jZr$o3RDkupK+G3x8k_ z_Tf()z(E|w5&VU}aUB2PBu?QB&f+{S;1d4D65&1MkQrH# z4LOh#xseC?kRJt62w$TJilI14q7=%YEWSZ`R753IK~+>o4b(zy)I~isKtnV}6Es6} zv_vbkL0hy(5IUk0I-?6h&<&yJfnEW^JBJ1IfXd!NebEo!p+COIKn%tY7=ob~hT-@b zzhD%8#TbmmIE=?cOu`gQ#dOTTEX>AS%)+LG|u82F5n{m#bsQ@HQc~W+{PW;!+ku&BRs)V zJjV;X!fU+6JAA-Ld`5)d0(^l;h=Qnyju?oA*ocdGNPvV$j3oFH$&dmmks4``7U_@y z8Ic)TkPX?96S{LeLGN=z(4cLvQp!KYWY+7=VEogdgxDhTVOCTzx5Y{L%h z#BTh7z1WBSIDkVqjHCDq$8a1ca1y6+2Ip`d7jX%faRt|K9XD|ccW@W?@c@tT7*FvG zFYpqt@doek9v|@u5yl6Ih)9TxsECFbh>6&UgLsIKgh+%WNQz`gj+97+H24bXkRBP4 z30aU8*^vXekQ;fC4+T&Vh4D3tq8Lh`Bub+U%HbPSKt)tW6;wlY)I=@RL0!~G12jTo zG(|JCKufen8?-}vbU;T0qcgf91le^hRIw!*}S9?=cXA@dJinD28D;e#S2t zg#-4=umxMO9XqfK zyRip*@hA4Y+Xwq7j;) zDVn1NTA?-Cq8)zOb4dXBY6EPW6Fb&f&6SFV}b1@$aun3FsJCR$RhUkciScrqTh>rwFgv3aSFOeK6kP4~s71AO-G9VK& zBP+5Y2XZ1e@*p4bqaX_5YZO5-6h}#vLK&3BHz<#asDvu0it4C=TBwb>sD}n9$H;l&wOu}SL#Wc*oOw7g{%)@*v#3C%g?^uTAScz3wgSA+X4cLUu*otk~ft}cm zKd=}3upb9-2#0YLf8iL8;{;CPG|u20&f_93;WDn^8m{9eZs88@;yxbW5gy|yp5X;v z;x*pj9p2+3J|V)S01*)hkr5Tq5Cbt08*va1@sSXTkOWDQ49SrasgMR=Asx~qBQhZi zvLZWjAQy5YFY=)P3ZgK+Mo|<)36w->ltDRsg9@mK%BX^BsE(Sbg*vE<`e=YgXpE+4 zh8Adv)@XxvXpau)h+uR^SA?KDLeUew5RTsHi+=bH{qa2pVlaNd5DdjI49Cy-1*7mQ z#$YVQVLT>c5~g4(reg+XVK(Ms9u{CB7GnvPVi{IoC01h%)?qz1ViUGtE4E_?c40U6 zU@!i}ejLOh9Kliijbr!+CvXa4F%b)K5Et>00Ev(oN%19;BLz|+HNHYxq(=s1LS|$| zHsnA~#+fwuo+vi4Lh(CyYUD1 zVjuS701n|Wj^ZyI!*QIzNu0(RoWprs#3fwD6M7=A|W!OA{t^KCSoHF;vqf~A`y}xDUu;MQX&=7;47p7>42a8NXl@e#ID! z#W;+|L`=ez0O6gd2J{8=bfKA;g*lju`B;EOSd8DX6w9#!tFRhtu?`!s5u33E+prxw zu?v4-5BA|t9Kb;w#u5C5zi}M@;3Q7r49?;_F5nXW#T8t|b=<%$+{Rtp!vj3TV?4n# zJjYAC!W+EBdwjqrd`84+0lq+FL_st}M@+;*9K=O@BtRl0MpAr<u3Z+pNHeb5)*;yVn$_ZWo1 z_z^?!6NX^~e#S_Q!sr0uoyP>UxxWdG#{^8mWK6|0%)m^{#vIJUd@RHwEWz(shUHj^ zRak?ySdR_Zgw5EBZP?rvPU1Aq;2h55A}--FuHYK3 z<0fw54({SU9^erk<0+ou1zzGc-rybH<0C#H!t?+U5ebnI710m_F%cVa5D)Q@5Q&fk zNs$c6krJtp245i^(jy}>Aq%o1J8~cwaw9MDp#Tb^Fuq1n6hjG=L}`>kIedc(sEEp_ zf@-Lany7_3sEhh&fJSJHrf7y1Xo=QngLY_-4(NzrbVgT%pgTg*6TJ|Q-sp>d_zwN? zJqBVhe!vh6#V`!V&-ewS@GHh(EXH9xCSnq%U@E3#24-P4=3*WeU?CP`36^3RR$wJo zV-40}JvL$!wqPr^V+VF&H}+sJ{=|M9#33BPQT&Z#_y;F&3a4=v=WqcR@h>jpDz4!M zZsIoX;2!SdAs*ogp5i%P;1youE#Bb+KH@VX%n0xWA|VQ*B06Fq7GfhV;voSNA~BNS zOC&=Iq(o|@L0Y6k24qBLWI;A$M^5BI9^^%S6hI*qMiCT6ag;zQltx*UL-_#Voht-% z$*v?+1yxZUHBbw+Q5W^l01eR?P0$R@(GsoD25r$ELFkB1=!`B1K{te=2YMk4z0n8# z@Gbgd00v?Ze!!0yik~nXBk&7G;#Z8uSp0_Zn1D%`jH#H08JLOLn1gwkkA+x-CHNi7 zupBF~3Tv#+fwuo+vi4Lh(CyYUD1VjuS701n|Wj^ZyI!*QIzNu0(RoWprs#3fwD z6D17>42a8NXl@e#ID!#W;+|L`=dIOvQA}z%0zhT+G7)EW~0g!O{SM zzpoGIa9Wo*lvLYLD zA{X)^9}1!nil8V;pd`wmEXtz-Dxor}q8e(V7V4rN8ln-Jpeb6QCEB1Zg3tlM=!_6_ zLl5*sIC`TWzQq81kHPo>L-7+v;Af1&uNaHpFaZ-W1yeBtGcgBqu>cFP1ixcBR$w*O zU_CZq6EG01*)xQ4k$55DT#p7x9n)36TUzkqpU^5~+{|Um-m*AQLhpE3zR6av~4% zq5ulwYZO5-6h}#vLRpkU1yn>8R7DNcL><&c12jYvG(`)vL~FD`djz2qg3%Qr2t^Ns zAsl_t5B)I!gD@CFFciZv0wXaBV=xxuF#(e?1=BGDvoQzru>gy)1k11-tFRhtu?`!t z30tuZJFyFUuowGr0Eck|f8!WV;3UrAEH2<8F5?QW;|6Zy4({Ut9^(m~;{{&h4c_Ae zJ|n`M0Fe+G(GVT65F7CjABm6{Um_V&A{D+uT4X>*WI$rj2xP$w6fX8@(=XinFc!T%&fX|39H$WsrMl?i6 zOvFN5#6vUssgK-#-Ntldjn2uSP zjd_@lMOcibSca8Yg|%3Rjo5^(*oK|hg+17d{WyTbID)@%3@30BXK)r5a1obr1=n!{ zw{Zvea37EG7|-w=ukaf0@E)J=84>3P_ySQ76)_MKaS#^?kPu0b6v>eSsgVZhkRBP4 z30aX1Igtx_kq-q?2t`m7B~TJ&P!{D;0hLh&)lmbrQ3v(W0FBWE&Cvp_(FW}igiZ)X zSA-xGJrIU)^hH1P#{dk%U<|=f495tJ#3+oxSd7O6OvV&U#|+HI9L&c8EXEQn!*Z;` zYOKS0Y{F)2!*=Y#ZtTTA9Kb;w!BHH;ah${{oW(g@#3fw8RouW$+`(Nuz(YL2Q@p@S zyun+1z(+(_5FjEVBMPD;24W));v)ePBMFirIZ`1t(jpx)A``M8D{>$w@*pn?pdh|R z5fn!WltvkRgYu||N~nrzsEJyri+X5?Mrev=Xo*&6i+1RMj_8ao=!Wj-iC*Z9KKK^j z;d>0k5BL#3VHkeKFZdOs@f*frA|_!freP*#VJ_xjAr|3xEX4|}#2T!{25iI@Y{d@j z#2?s$Kd~Q&a2QAN7mni}oWg0G!+Bi7zqpEPxQSc1i+gy8M|g^7c!^hdi+A{lPl&KE zKtx1F6huc1#6}#%M*<{95+p-%q(W+>MLJ|eCS*l6g9zp1YV01+YLeT?Z2uEM^Lw^jw zAPmM348?Gaz(|b37>vbuOu%GJ!F0^PY|O!YEWlzc!7?nzDy+sjtj8v7#x`unF6_o$ z?85;Z#1S0DF&xK9oWdEL#RXi%Wn95^+`w(z!F@cyV?4ogyufR`!FznbXGB;OAQB=Y zDxx7KVj(W#At4eWDZWGsq(mBgh4jdP%*cZ5$bsC*gZwCf!uT4+P#mRD8s+c}Dxwmq zq8e(V7V4rN8ln-Jq8VDE722X5I-nyuqYJvBJ9?rQdZQ1%#dr7~1MvfX#7`K8pYaQR z#c2G7ahQlnn2KqbiCLJ7d02==_#I2J0xPiwYq0?vu?1VP13U2t_TW$K#~~cXU-%pU z-~>+N49?>M{>5cn!*$%kZQR3sJi=oc75N~0XUK}A$TRa8Sw)IwdF#;no3S%%9<1qn~F$L2x z1G6y)^RWPnu>{Mo9ILPz>#!c1uo>I19lNj_d$A7(a1cju6vuEJCvggAaSj)830H6x zH*gboa2F5o5Kr(FFYpp?@D?BN5fPRIh=|CDg6N2W*ocGpNPxshf@DaJR7j1qNQaEb zgsjMhoXCZ|$cKU`gd!-45-5o>D2wu_fXb+X>ZpO*sDt`wfW~No=4gS|XoL0$LMH^H zD?$*89tcA?`l28DV*mzWFos|#hGPUqViZPW48~zRCSfwBVLE1EHs)bI7GW`#Vi{Iq z71m-MHee&RU@LZDC;q@5{E7WIgv0m?f8!sVz-gSpd0fE1xQuJKj$62md$^BBc#LOw zj#qe%cX*Fa_>3=p4-g4a5e+dB3vm$-36Tg%@g-6qCDPz4q(=s1Miyj84&+82$e25#aG?&1L+;t8JO1zzF}-r@s3BEr%D z5fK?t5FIfP8*vaH36K~`kPOL@3aOD6>5vhbkQLdG6SLC17Qe9U-UzN48R}^#t;m}aE!o6 zjKUa<#du7>WK6+y%)o5S!F(*hVl2T@EW=8y!dk4uMr^`XY{O3M!XE6!ejLDI9Kqi> zh7&l6GdPP2xQNTRg6p_}+qi@Kc!0-vf@gS+S9pzgc#lu`j4zf2h=iz!hM0(jxQK^@ zNQ9*L5-E@pY48=&BLgxc3$h~zaw8A&qW}uyYZOCqltO8g!#AjiN~nrzsEJyri+X5? zMrev=Xo*&6i+1RMj_8ao=!Wj-iC*Z9KKK^j;d>0k5BL#3VHkeKFZdOs@f*frA|_!f zreP*#VJ_xjAr|3xEX4|}#2T!{25iI@Y{d@j#2?s$efSdxaR^887mni}oWg0G!+Bi7 zzqpEPxQSc1i+gy8M|g^7c!^hdi+A{lPl&iYz!!*usEC1>h=aIDfP_ebq)3hwNR2c| zhxEvV%*cl9$c5a45)jKpY+!8nY^BuvIsOv6mf!d%S5LM+1XSc(-`i8WY@ z4cLe+*oqz4i9fIhe_}rl;V}Nf-}nb7a2jWD9vAR0F5?=m;}&k?9`5529^)CF;}u@x z9p2*;KI4m(0U{wPq9GhdB^vHnB$b#(1f!xT0{3w9J_!`Af z9HmeiY^SRq7j;+8Cs$h+M*pgpd&h?3%a2@dZHJ4qYu8tclaIy z@dJLuPZ)-u@e6*%X#9q8n21T3ifNdMS(uA?ScpaV9ZRtSE3pP^u>l*g1zWKLJMjnh z;7{zwAsohE_#6M=1Ww}&&f^09#bsQ>b=<;j+{1l5!eczcbG*W9yu*8Z!e@N3DnKMe zMKr`jEW|}TBt#-4#g|Bq6iAIUNQd;ugv`i>?8t@O$cOwWgu*C_Vkn7HD2sBafQqPs zs;GgQsEsTNU6;@*%)?*VkV;i<(7j|PW_Tc~y;s}o77>?s4 zPT?%h;UX^K3a;V?ZsHE^;sGAw37+BwUg8bj;sZV+!s-AK5gAbs9Wf9aaS$H~kQhmj z49SrSsgV}xkP(@X71@vzxsVt6P!NSs1VvE-B~b=tQ63dg8C6gnHBcLMP#+D@7){U| zEzlZm&>lhPgkW?<2tv^VVF*WG^h19Pz#t695Ddj|jKD~Y!WfLjcuc@#Ou=-_z--LH zd@R6XEWt7?$11GGI;_VgY{oWh$1d!~UhKmG9K;bE#W5VmNu0u2oWn(2!WCS_4cx>X z+{FVt#1lNl3%tY|yu}B6M1(Z~A|f)PAUa|oHsT;Y5+E^>AQ_S)6;dND(jg-Q9BjWPHQ<1i7EFa=XF9WyW+b1)wZuoz3Q49l?!tFaF2u?d^84coB` zyRjGhZ~zB!1V?cU$8i#;a2Drq5tncUS8)S3aR+zt01xp5Pw@gT@fvUN9v|=-5!MBW zgvf}BXo!heh>Lhgh(t(=FOdQ%ks4``7U_@y8Ic89kpnrA2YFEd1@SeCpg2mPG|J!` zlt(30Mm1DNE!0Lm)JG#UMl&==E3`&Cv`0sDLKk#JcZ8xB!q5kO@h!f?_ZWyD@FRZ0 zF#L>P@GC~+H;ltXOu|%5!%WP=T+G8lEW+5&PUkqz0A3%QXG`B4akQ53~c5~WZU z7(ZYLhGH0o<7fPWQTP>OFc#x59uqMMQ!o|NF$1$O8*?!a3$PH2u>?!83@fk_tFZ>_ zupS$+30trg+pz$qBu&R6iTBk%Aq_epb{#hDypFd zYN9skpdRX@AsV3xnxZ*cpcPu9E!rUn9ncBE=z^~3hVJNro(MxY`k*hq#djEh?=c92 z@gs)dCk(>~{EU$ph0z#;-!KjnFcFh61=BDcGcgNuFc7JwD5EHQx2k{Ue36Tg% zkQB*~94P~YcTN@1rlk=|i*(3T*o8l^2mA0R4&WdT;|Tu3-#Ctca1y6*24`^|7jOyx z;tHqY0X!Ia;C>+Mq4kBM2SQ37ydeA?Sus^gu6!p*Q-V zAHGF@48TAP!VmZnL-7-aV+4M|Nc@V?7>nO99uqJLlQ9+3Fat9&8*?xZ^RW<%umrzj z8J1%uR$&d+Vm&rs6Eu*V>pfzIEm9ZgL62Ki@1c# zxPoiAj+?lJJGhJccz{QEjHh^p7kG)+c!PI%kB|6-2%7^$L?lE;R767z#6)bwK|I7q zLL@>GBtw!U4iNe;v@F;4U8EA)eqVUf?C(;4MDjBO+`G5D}3P1Q9BgRvNo37Cv2n2s5kjX9W)1z3zFScc_T zh1FPx_1J{X*oN)ch27YTeK>%FID(@%hT}MiQ#gxrxQI)*f~&ZJo4A9!cz}m^f~R_<)ayuq{ADL`D=uM-0S99K=TgBt{Y>Lvo}-YNSOvWJD%pMK?4b(;*)JFp}MiVqg3$#WXv_}v+AsAf|f>8887{bvP{m>r+ zFbIP&1Vb?#BQO%9Fa~2W9uqJbQ!pJfFdK6)9}BP;ORx;fu?nlP4(qWAo3Rbsu?xGg z7yEDk2XO>PaSX?C5~pw$=Wr31a0OR!12=I8ckuuZ@dQut0x$6fZ}9;i5n+3Ph=`0R zh>jSDjW~#p1W1e|NQUG{h15ukbjXNI$ck*piCoBwd?<)QD1xFWfs!bLvM7%VsEjJ8 zjvASg-`@VQ354V24ztm6;K&fP#rZ;8+A}04bT`(&>St$ z8g0-XLFj~FbVUe4(F0)!M_=?qe+8DJ{q7gnxHvapf%c{J%Z2)!RU$*grWz+ z5RSg+hyECVK^Tl77>eN-fsq)6F&K;Sn1IQcg6Wun*_ea*Sb)V?f@N5aRalL6SdUHE zjBVJCUD%Di*oOl+h$A?PV>phJIEAw~hl{v`E4YdqxQRQsiwAg!CwPh%c!@W7ix2pS z2)hDAL}Wxkbi_bx#6f%{Kw>08G9*VTq()k#Lq=pmR%Am?Cf?v_NaLL3;$D6N1qdAqYhegdrS#(GUGG0D~|XLogJ> zF#;no3S%%9<1qn~F$L2x1G58!cb*f_hf(u{7GNP3V+odG8CGB=R$~p;VLdit6SiP0 zwqpl&VK??*FaE@S9K<0U!BPB;WB3Ora0;h!7UysQ7x6DH<0`J<25#au?%*Eo;~^g5 z37+CPUf>m8<1OCd13uz2BJ2+E1tK8|q9QtCAQoaHF5)2p5+X5@;7cS!3Zz78q(NGw zLk46-W@JG&WJgZqLLTHreiT3<6h;vgMRAlssQ}^OBU1)<3k&MmE3{K^x4x~qwFwDo z-zvCU@1SmB-Fx;MKVbaGc&)kxhlK{W>(VN?W4G=-gT{{@KQck9-oZhA+I4Rq)GDNV z`|z$oy#kq8N2UzzSFwJ*+--xpwd)kpre~L4|3`Iv*2WzIx3*+RmnXbe&pd5|yX6V( z7uKnJx0o5y=E|NcZD6k8ZXJuI4G-&3L?C9&^y$-=``;6#4G9V)x9^p+-+n3274++O>OF*Wk8k+w@8s+BNLIssC?B?sg&i+J*G}zx8$R+P!D5|24MVe;WUn ztk8ZI`TwlYEj%P}q=A{cg~t5Pk%xqKZ57tNd)F?(VZCw(8r{PRwEyobDcd)wSAp^| z|0nT(wm!6H_qJ`?26qka6&Bp?zj?L)8w~4LKG4xKxNUe?aA4>Ev%vq1Yu7y_q+pbekx14GFh38Bg+$*F_aMz#? zLEYL1=SC`~f%BcT#sRj0!yOFxiva_^ZwL630YktUIQaLA$jHb4QB~bN!(HyOcR5v+ z85x-w84(#78JX$J+3y%Mu&80*>bAzyQ5WqTw0e)bD;X+3Xsu*-yW?JG+Uj2$wED;6 z9`YYeTZ74{i`MTC5+W9nzCY>pIhs5C64#&7+rZiab|I628SnSItl#vWW&i` zca%wKWDX|dY&!0)SJ!3L$R}zrWLg1RIO!gtg+zmI8}~=k?(+HbDp}b^wq1KT>K-G% z)`8No?;zXp&S>~#zzk@k;ZVMfx*c?B2o8VPWzIuTk)Oxiet-Cc--dmRzhsTNU6eVW z`9G_G$yu#^+>+0J@8RBLr$0rZnto_Y?EB$#bl4Y+Y~SPFu-~23vIpnS56}g)zuz6y zwKM3|cybJND!sY{e3#^(2EMK1zebIv0OCq1FiM^8ba%66^Kf`r-|rr;Wcb;F2!TbP zv_=od%j?pK-fo86tT%AUn#$gdx|8Y1k{b@qvJ`^2WAKaw4$$Fu6+i4wnx6U52+Sx= zr?Bg;YAEWvT1Ttj&jw)QNQ(;#Nilxwwp-9%gNM}ZQQNjfE*tMg(%HCn_x9GcAd!vt zD4I|}ce~(%@fflIdI@dV#0465;zm&eHm(n4!bEkgJ}{_8ET$e$8{g=XSGpa6inV3q z_5pPF<8CL0@Kh%mL}NDYkDyy)7^h_$H;)b>`RF~=RGgpS5KY|pD%$Y1QKvhSR%n_P z$>mW!r|=0rQRxjozi`qqM8I7_`$(ktI;~+oRFst@$9z61f;rF zNm#I5oUj|WT?d4sCm41!J;)j-Y-3z>7Ts)qZ(Qs5x5P}m=`4T~Ha3iSVn#iqW{Z8X zz-Wt^(b#+!#z1#Gd6x=g2j-=*>KJwblx6ctZ_pV&32Jy;hq(azMbpQ<4`I?wMy=jp z<8tH8mF(ihWM(j3drz^sQkkbnFuYAc!^miy7iDk@4ApJ5_h^5&TuGQuTALUI6Es|M zF@KK%ff-<@n~e|qy$N(-Bl8%fftmq3Ye=hIfCUAD`~WE_pfi->^z};X(H|wt zeOR~|Cp(v{z`#1{2D+k^m} z^;+BMq>qgZf#Pejg60?|Ps>%UQIpy^tOj8+S8se;c!B)@}_r zP90k_SObuNMM_&WC(QirgwwUu+0xYoAZt;vS~eMi4AU1@qrPB-Bh}*{I(9$?g@A}FqbK=^$c7qG=9>X>}Bto@uf>S42>7_Mh31m{_;im2ekaiJ2741dWGfi0~dPTPzW}Bhn=ZYtS`9 zX7szdr?*V(ZRymYr#nFxzcDksdnn3 zkrl>XD4+5eHP?E^f1$p>vgqu%^%$K-?XEioG@-|h&Q7j_5c+j$?*6a^>R<_N=GgY- zmDL9^Be4c2wXKID|&!!x}PM4-=a@usa?qPL7eFQ-sv8~rkC-_ zQ+INFC^{1ktic2dVl35~y5!^%F?+7hsz=gx9FDp>;OU7J8}59w+lFbkfXs^`PEoO` z$wc7vcB|9j(ktId=#uT#wX2QG_}}V-TvKJ{h4P3=rfFnl*5uqyb>N-s;UZB28hUHksH8kjDl7H?Pg}b8yDMmwCldosD zF{EM(PxjJwPF@RB;0v+EmPd%2^z9a^&`x~RcA(>MIhcWJ$ zL%K)CWop2}c_r#qki;blBYru@$6_`%#cWKeEmg&8b8k56eF)boT&9hz+t9XngIC&W z_9qmMl`J%1HP?Vi3oi85)1M%yhjb3IrpUk`752!$)FcE%CT8%sEHLYCI$TCCP2oa* z{R9CsrqClPnD15Uj!sD{V+M08c35W}I3f=Z`^Uw}W}6m`<4xH-plbzWgF{W-XEpqQ zbB|!&dnOv*W?v8J5(>Zy9j4TP+V`A3$V?bF)FH+49ocZ6x(57LaD%4Z1P<+vI_kVM zrG+fnwNqhbVoBhZn6w11ri?%hK1EW-X<_U0lKuvm)3CYb$6CSZJKy`Il1v~f5;}!* z`#!z}Ww~rmsSXOwV`qF(x>t3yL!-vhsml*S5g|Y%(!NkFO5_-<<_kF+AQW&3ZU}N! zxVg=mRMX$(u!k^!fp!}<%dSm|&P>nfsC8*Ncm#3eb1=b=i#*|hY-7WQJYQT4^Qi9dEc{0H+yh(>!$1Q;eA$7&_H@<0g%nrbtyT#vI%r`9oo*H1=xi`jYV$vG4yY+xWHP4DHT$Y!!4}3N3hNzc3 zY#>z`MXgS{(4vx6I*GLajm}M8Euq1YrZNLFrw~}QScB@WkgjfTC$Ev-Vd;f5*<#hq z&~U|?W@x#^YMZJ3h$0=CKzyKjME~lgvGEf8o)s%T*N|M7_{9H zT(L2WY5njT(nR05?6wDqBL2fv4bccA=f*6OiEXLvLBgVj!E_rrzkcx|kfo|9hI0z5 znf9=r{wyyZnpdHwip(4c7u=R^#zKEb(}8YM`d*EX2Uw*b>>vPPyy=~FyP4k{?u-R` zF8@|lXxzF;od(;isJ4QctEx^|cai#&0&ydfE$UVehS1mPBD^^o4M+8*`*fp#3)Byu z?I9wgl}!ix2oBH{%PUK6hQ^5bK6E=_v@CXr4r=VK^P{mhnH+Y40#vtkYEw%ZwD)$+ z`#x$90yB9RI#D$dFaa+E*g(QS8X_P~sjBG!>jgq$mjq0XnO3OBQ9=1_>gnTmj*8I>vHy5R*!sS7g=@aW)nWl zeKxGlNC$6)2cO7tc2R;L)W)%29&l_asZjdl$Q)meYu#xd?4wpznu_Z3MW)5YeBX=~ z^hj)E>~?)JoV5BI+Ubj~FRy0)H)~}sqsH)98azCG z1Jo=LLyaM9sj#Kj?CjKu&W*OHTnEgT$r~v@Lyp=Q21x2 zkz`7gpKOX(`@UOHQNwct#vn4g43eL^`LUg>xgLN(EE$9^E&&VgyLWM>O%7} z_7>!}Er{`S=b$%vO0=fVwM7rUM=L$Azo_WEc^-I{yl3WY(1o_^mJe|_*~Is zksFU-(a(soR*`*r6h>(qkfbGn)r!ngz>qfEocE#6iz%^rv{VIII%v&ar__{Yk(FRP z7s`?*KjJ#mE753Fp-LUsai09-DbZOv6rt5Yk2FNZma>J3i+;vs{C8|fAV55}(Hc1^ z3{sS$(_aAo7!~%@8E9zjMy~^b$3NKx%yQ#lTjI_UXmI;Rve8aupVet#bh{nwQ1xL4 zRIDvYkMg;p)aHooi*|oF?wZdK(1|7EN0zz;6;MC3o^)O=t-}T^uB+UZ0m9ro3xr7I zqGU3KPTz2Apc`BX{Wdag^#;B19!Nr84>l{*;Nipjwt=uL#Wo9{biO`K!BpnRG2 zQq=3jr#8uwHhpO&bfd`14pbYZp!&TMbUf({rxU}<@3TO=qmhEDZ3Uw$n$^radD4P$ zvP@RwH<^#Q(~ovz`yZQuLg_FQ*=likm|HBCtu9@4H2fN#&0L7I_dba8Hc={0c{Vwp z;yW~``>Kn+CSrp&)Kaa8E4(|^tyuBEu}eOH#IF{{+9elmMHkMxMmNxlBMjoQyt3+! z*0Z_$*l|gj0i@*!rb1VEpr9=JDk)=~#kONyf~zgrT+TNykOUjh2=CJXhMA#ak(J{b zmMY!2J+fiVo{tfPC~;seMS(OvpIfAi76XH|M#tD%XABK?yFIZjibe`q@TYTf$gwF3 zPINvy(4Zm z)b|EqbK~2%(c9fcpobio@cuHyf`|uB4QSnTcjD#tW1Rwx{1!kSgGV_i;(P?^zRp2v zVu}~jtn7$+?rshT{m7RuZ zdHb))oirTrY&Mr060%*#F{I_~ORK^6Ue&6ljIOMuLi?7HvLxwJCx1MO03(Ia@ZY1| zMCqu{kO7N+c_tSy-HyzA_apGUeXFyO^ypP3Ml_;Iwm4GWosige2m%-r>xr0 zPb%03|8X{!G;|k}ewd%~3zR1IR7*+{30K&XeJN{74Vcb3xcZ}{P;+!Jh7+cVvzm&GvD}mc7vDT~~4w$Q5 zQ@0tOSwl~U{VCVBQ4V7;Yv?`VO>nM1lvsO^&i;wDPiOX|Ut}Ut zx2rQy0%s=4VIV*09wFx;LR^=>rH1M$GH6mqk#i5}l`o|Rkis|Y47bIb*zb?sUP5#X zE_EsGR3muY^uD2c&I5OwXGppuT{4`=)SB&tad*(TGvd-HHVl78o{A&y=tAj%aTa|x zE}fzQ<~J>%rz0b5CCgE*k^5Z)cn61hTcaGyE38L5|By2w2^ z4{-$!&bl+&4X5W2jUcu=zev!eEIBY?@}?z} zV#RuuD=Z;yzJRr}zT5iVpR{f|kb-iN25etNLaP%Ap@er6eFryF~^pPuksW6<}Vb~6PqD^Jx z4vsNH3af{DW&%oMB?PDvmv&@%R&~v(uJhQ63sEz$*2Rj?dpU&8@rq+JVA9NYU3igag{*4}J2C3uv_0nAa3Eaeo9)f33F z|3E3TlC9yQfWkP<#w-io#ZaFR^ZWN~w|_D8qFC5i{u!ClVbzduBjg-FRcSs>QUd1MeO8MS4tkwM1c7|qpiDxXRk-2S+wuajZ8$BwqNTp8tQV*;A{q^Ezw-9W^%`|g;`q;;^dy>@ve zV>C(dGimNToNWZ|Zq(k!{T5>^wffi|ebVbp_BK`H(i=o^(MFLuyl3O6LJAHwwZ7VGmpyDY1ONub!N6x z@Yy@aU_+dp1XJIQmh{~3E^t)V^T0Y-F<{KsfakDqA3|T(35VyfJrS4kqswa|-5rq9 zZ1f#8!-ccFphk$N_kbG-v5Qi`Ga0T&H&TlVb3_FqD;Sp&q8{RQgzOe?LmwaF*d%O% z$rHRdk~CSmp*OrZx{#yRvwLxu5u8=n-*Ar55Xloss- zk0_y(%rx{Qasta}5UQ%-Ch0RX8D+*8}cMF8ZI`symq zX$V?8>!jsrMX*TKvXGuHFshf8TdD5-ZQRO_fA8cXmw%Vk5gk&`hP1g)KJe}m)Y7c{Yz;O&L9e#0zn zsKV?`4Ugm^jSkf_hQVwDLxMN4@VXu?6=~R#Sq$)vdNdpUn<6AN_Mk@a6c(r@1;>{$ z;;4g~x!-+=ef_3`XllMYO$B}z697XME0Kt``ww}R3aAuKy-*Qq9JV*sltAerxkbyu zjM^C<@#!DjvA8!JZPa0*uR5M;ib^Ig9`v*lG@6OOnOzP#k_i_#vekxOiGLdmaasQU_$uf{iS$C3s56{?O=$kZFns|c`Do`{j%^56D zkc#pTI~({91)WnSR>?Wd**ZL-?o7QP*QQ5!PZ8IF?M??i$VD`D)e=KG<4qF2KN%k1 z!-2*LPWk%7K6h2i_w^MQ38amHA=!P6tnmfzuskd+mo9Y~PCw17MxcgN#YyFLMCIk? zCg>QLyn)r2FYm%xJ`hX~29eBgY&i}1_SWlu+J*lQlixACq~P%|ZE^za_vN)d4A>JC zzMQHY*KE_gkyD1XX&)@pHEjF%!S>OEi%>ZPIpqCzIf5W8Pza2Bh2#^?IDWx(xVlbp zuLo*z;qbO_IG7TiUWZoGQ}gezEvf1}_MT#GrITwgKg~*{xzVW~x@+*-ynl*jr@-S9 zG2|e;_h_Saq;2f>&$@Mi6T0s$P5hgVsX3Poqai%#6Bm8UBglZF$G`my6et~om*K4{`IxFbb# zl)3J7aA=U*WzVoZ#WP@buAi(GaEGH!5r z=aW}2s{LbifV!f04Lkw~>=@wfZG?S9W@KE_!-Aszdt-v9z{j|YtX)wo4(qRaOLNA>v z0q{aD-38aY84c(<+di;=zh8JXt{mBCri-8s``DTrjL<8QlG z{~I%KX{tI4aSsQUnCt_09F+hrOZ|w>=Sf>zT$Rt%pLpT@Nv}_8F6d9x?j=5#$O(~b zNsa4=2fJX|zN#Z|DL3?25u0@Nfz!=rp8O#h+5QTiV2JnSq*~dUPB!HZbn+Lk5O-lW zT*D9(=$Pn~4203E@{*HKei3lpg@E-1kz)nqbtBXx-hC4@GfFK;G z0_>1t_+|fo=qSu!BJZHa#kdIe2)~Wwh~L@aO{*SIwdB&h@BJMFn)u)ocb{RU$VsTp z>Y5uYveS5qXSAuTmXvc5C;q)Z9>PEF8ad7!&ejq4os0upN8Pb(U|eoM)-N}{B>%qt z#sj&px8L1`<8Nm;nJ{Qbf^u-@X%|ntP28wm7BBCSd7SgxAUX;Pw9qib1++gkN1FRx zUQ*HO`wbYwTEa2bD$NReHkb3#rMw?@@KmIr)Fq}HbVASp{+wghjU3M$NcSmv^6E$6 ziQsbrn{)ijo^g~|-VI|$|84-TqeK~R*;{x1;|wL2 zEk=w=WE=b^%-a{--O*Nc$O-&O<^VQJ@CeIbBdgp{V!t~;T78DBiw!O|mw(_x9gUD_ zx+tA*2`u7-mihQU3Fh{j76An$+oxKSoEw>VRNAnACI~}gR9tOuCYK5GTI>H!2BipR zgkdIDOGN_((D#vnC{Y*FiIm4oc&Ag2KuS1JA? z{g|yTHx^d`tD*v&u%^mqIL>ZD5stI>rmfECd;bZpvBi(A@BN)lZ#edXtO$-p7V9;t z+gz4yz5)xbx9#Bk3-#I^Ue60H_xBJrs3VDvMe2yASrAO8@}mUDrz|9MZpd=%;RFYI z-57&osZ~XZVccXSHUC1k#iKJ&z&+ip>b3eZtWMv5FmP%O*Y@((UR==Mck+x9yWkcK zQGUaNId;WwPA-M-O6QyWgwr}=AZ>2+G2*Au{%aArfq>fIwVr$6%4-S}l)nM!6l}k8 z;B!>J;Ve=8)}*}ZU(-Q$^_iwQiRNdF#ZyxKz7_7p7^M~Ir2~IbrSI{T=={K*9QIhV z8|}Sb3ZRi#UJEv~u^o&hxrtL`f&Qr*t_DAnCMlFDuXKqxLY;O&-Vw;?1deSC)z zwq{$nHNY7DHve_cRs>M87^@O@d9os;Dn7IIE}<%j_n_}$p4C1YK1pW^H8Qz|6ve~N z1Oq41NZU)2zZ8NOy%8rF+e<+Vmi)@nWzm7MJ*CUWgg@>}H1t^+ z1m|8}H)@@PLEyh(pcD9RyS61J2zKvlU&Ha;1Ad8(Cj1m*3!ie5xBhF(H67Zg$RT2w zG#T8Q+U}(cV?+yDUyCzJJ$ITDu}ob(qMPSBkA!gomtmH;xJOQ}?3fvI+X-W)-dY$k zoGNAY#lebie@k~L_PSW$P+*qy_s+1xCo2E%Cie*Ve#+yG9I4Pr;0nZH z<2^k_0f_0Y(||AOF#!}4|IPO|pG#*9;vl72%yT0oAFm1?V9+yt`Cd5FLI=f@*Of#W zM1gyLSaMFuv3MhKU+4&7pW=-aR}Z|;SdKcYBYNEmeo2Xc!so0|lvVO1PV4zzuqWY< zOJa~x0xHH9&I0e~rrT#g9)qXnP>k1hBY3JuyscpWiGN6bTN8G zN^!Ys9pZ@3<`o*~>UMNbxrG)WrpadF0v7%>io{UC4WJ+zIi{`vpMr>eN6fgWa|zrso^(E+7{t~g zQTTqGZEF$p2S;u@b@P__dA;soe6u)vqljK(Vu~71SIQQa7bsc}U_sA9<*&s;j8j%m zf99RS(Dp;LWSH)vd4cz>V8`t*GU4k>$-_kIQH~!q8b;nymZuq1{^n4woxa;vO2$*4 z00Mc;8SRwQ29`^ast8|$DMLKqV(#_Z279FUnae-ZQ8-bVb8k>Prq~GYFtS^fSKboN z{zQU-I<;QC+F&Ky!}7~kx*d1hN0p$vg2F9A8QBO!NGfSeKEu$tSDIt=G@mV&WVD_3`336-V zjC%wo+`PxJtYf_Fi$GAxS@@iygLjJG0AKYwmo7WxkPtnx6B6Rbt2MVzX6F7Ye|XQb{S4-At66Bu}UUwI+>;< zk_VmrQWU(SM%?TNHtO~eCi#mdj*q+pX_gW*kE0aWpRj7LDVfAvGqQ>s%-d~gL5afj z!KO5KiOS{{p?s*t%(zPUFk7?kP;l;9qku8^rsp0!Dk~IXA|XBQWW77y5}H$XxSme3 zB=DJ|I{#!62P#LynFiSGlT5@`eVU26#?z{JlK6EjVstW17$@{vih{YNsI=oG1*BO{ ze+Z`4L`+HqD@;Z~mBey(B|%UwXB9ZS*oA2>l|95k;0l#6c{@>9SiuCmk)k2}L0cd> zixem8H?L#EFwGL>M3UXDE^Jkf13#5wVUQBaRLbUTxm-XdAr7aNNeIHpWYP-6GD&rX zyM!-?u-i zfA`0lxIy{wqwl_eqx2tbHa6FO|D*5zB8d{tuc$=3tARiIX8X^cdv5cM&8q->nSf>4 z>zluY>|cqparbfWF&-~%O}fn#)!Uml3^vs1r}q^0E1S0g`#IvRfOu!~T|oT2)EqzS zm#g%>&3gd5K(J7$4`}Bb>A3=5-~1io9rt@39L{RuN_V`$6UvSqUADL0J_op$M$>^3 zM$@;xa&GJQnDH5ASkqnJ@1NWH2h4j}3dN0f0DpdN>t7P!XVAdh+dK~9-1A#M|2!Z* zZxB|6+!gPDe(CwGTLk(A14{eLS4bS>?dP|Cmykavfii_FwjEUK`K`Z7sGnCTUnSg^ z?p0X__&1*4`gaNV%L>Sw7)HGvd8IPCgwz55;qzPnnF3=yQ+ZRN1O6|c-}(yzf1c{W zUpvKBH_cuL^#47-_1PBy^s)j)wL5^9U)ZV<;HLz@`r$G!zOeNMGtWz=FuTin^M$Q1 zGv{-XY9A|NR%X{%t~khR_=R*zGt>f9r*< z|A={ir7Eu6!TqN%Z2dokdpQXtxC4X^;QxJL>)eX~_?ZMiA`KkGi!W|nCdA8y-698Y z<;AVPPJmxNgoRMKR&&7r#*1735WrJvo9f2zeW$F&NG)q7l0~-!(X~PIQVWooY7F@c zNk8Dq)eSOA)E`pkX+40KQ;=JwmylJV0g+RtJ&`<18zMVZ*hq*}JAReuY^D|k2dOhAkG=0qzx#`a z$GGA@oEwdfkd8l^P|fD^%{%>3{dfM!8_zv=A-i<(5`2`Lpw_eLWcN)boIlUomZU7> zq^7w3g!UPP{{RQsy#(1a!UBEXy=BUaa_oEjuBppDgqsqNs^R~Ko%3=9jyBQZc2Kvb zAAWdzuZ!K~d&3c4SG(?S0E){bbCF%Lb0_G_8TC&Tt| zH0t&-6Y=s-yPXOZlsj|2! z0N2|~qISzU)mCwBLA|c104>d9F+4&cCzRyi19tgf1!2LChUgA`j+l25CBlu60p6~g z^44I9!*?&bIs!T*Ml>v0TL%H5C703?&hzM8x^Io#j~kW_E?vp4*G#!2U9F~Ad{?*@ zz|LL3<8xw6K2dQw>R~*_k46(diZEym4nP20>!rj3twWjY;zeHcAJNnscn1G{BknGn zjjnE^6Vij;vPgfAi!S{MCorW{?x+s4x>BF$BTCn2@PaZ3f*y~J7YhuIXLu^oknw7qLD{E@?)IZv)=pas zxx-h)kP0SPGw_^<@`ctn?iOkpPY>i3ml#Xb58i!D5MKi-Fyu~wQJNP}V5ie8LTBkB zzeNp0y9A?kP$#J9$&w=X=eYj9JsOnVv-M{($2$bZxF?yS>{%L5DUv^(aeVV~^NmZ7 zXPX&V{IHyO-VzQRv|!j!+p9unq-Tf~E7?HkV*p~$^s(*s1^(c>IbIBSU|vVaj=0Jb^021 z#{pQbB6amzf!#uZ-B1AbRXo?bI@}nbT~KYP@YQS=O;xdbdw6sQ4`R2wUXsMn#BuE$ zvEK`_CLKY+OIlLmNfTNZZR|ahMQw}wWwY2kn>n{1h8@m5a-C}-C6uvG@fyK1tr*iI zp^&5*KSri8dh*UUr-O$lrGOOrXMgQ)q5LO>1Y`hRBjkx8$#_;ItQh>$vq3`ymhkT$ zLGZVz-nqHX0Fd|!v9XOWu7Sb$Z1;Fc`K7F9cbm_)OlAH+N#oRTacEhC?)qy*Q3FPj z*IeOkzV2gqp}8!qYT9^@O)KlGP{_4h?6|1;d}shA7csE&-LU6uZK5x=qMgkwtrj~x z!^16j<^<$z;mWBNp31-_tcY*%hCP;Q<`*-nA7cGRWf9E_LUG!q8r6rzCpA~luaQL2 zz|keZcJD#9%34NQ-E|=C7al~rHvpn z#yIQ^c0dsjbP6k3+8l@)SXRdKj>2LuXNv46t7bk^do^7LvzJi$TEMirN^ zFh&#+Tq};Hw8ljL0c<_UscHc6LBFPVeUV$Wt$TQacI3^IwJ{4k(iBRF&k(IM7BY{n|&k%F70HPi-8IpKtL z@w^rXZLWsOJ21>&lc)su3Ns!hfzpb58G7gxL#71eGjjJt%bhmmRXeI&m4;UTYNRxI~b1 zdNxco#BIdfZ*827*7YN(8}y$`2BKBPVZ(b;#o@*nmwjVcbxJiYZha9Z{9)1@X`kn- z4llPx$NYC&w@#>H17iq;#5%FLF& zj;&a%`@FSx%gmJwo0hO0`F0lO;QL*8!a3;Ce!~(BfZ<@W*FVm_(QQH9j_|z0<6iek zBfI+MdbSFoy%MAo%}lhbby#2Q9bxgya<15vHuDQc=v3AVFn4{&O5So=d0pcuv)v@dxn1>@3-dKRD;OT%E2Ywcx36X*zu&W4Hwe}xu zqw)uKmgLb8aJ>Fb&EI8k!*6R zfeqcT&bx*yEp)e)uCg!4r2*;mHq8LETs5^vAp^sg zBMgs8a$$I6gUrc5JW=pTbq=IfDHS>@3D56vJXk>(xri=M04T2AoI@JoD5nQs=QQcG zr*smPB;s-%s-!oV4&iRO+Zyac?L?|3yT_>~w^$Gz=bwL<7u;#{IeO~KPf*(yrtmjv zPRr)=saV4R^kY*qAXa(_Xs~H6htuC9Bw--I**bq$0CKS0$}X=>cbm(~R*IM;FY zJ}jw$t%xL)O`@x@26cf|&L1bYPOPAc{U=!Bn)KK}f$2ybMBHU`4q%$cu^9LZNCSyu z;x|31H%eDM>Z{|SD0!_k<};}h4`<%L=WbmQ)=bgy_VRWMFFE3EsL63$THC1->{+a( zOC`_aJlld`0l7zn4u$uFm(eq#e37?A^-V-@h~j2IXT28X;HDC{tX6>S8h3(fJYrXq zX4h2mMCHqE2r(j;3M6`fQR*eDbAkYLZ!G7um>KjE{7ho2%kl{Ks@EN~1e-EXhA-YW z5~}htaqyRqlMDz^p&VTuLk)=^!i|5d%Okm=?2KBt-#`00Jw$QTXI9EZ#V6kWTuh)dPf!(36++DmUPsHY@seu-r`v^m1>1ZtOiQ^``$3z1#$%r9M6y zgG`b3%8RMI?x%r^ZPCJqY2Q3TVE2RW6ZM#~jJ^^q-lSxThb%4b7>9t-OpR*v${xL{ zlazBrwHC&U4}@0Ro@^B!30a5-=ahJ&4ayT>O9d#B2R!S?%YwOa5i6k*h@jQj#X(F| z=h|gDlJnbs%Di&MUmd-E$fH_#1p!`~chAkbM&+1HQ#pt-9Q&9IBi!qVNb*d;rl<+6 z5GK`%A{J{x+F$6DS-8NleTnxuc+Aj-c!%1wg&Rb;BBJJV;o{-v@RXoizqGm@mA5eg zhlLiMjK!WN+5*R&6uHpCSsnOrHaU$9^EgH^*)#17b1crcGYqpAe%!92gJ{+(Bzj#o z%oa2_3K-95bNJ1k^pQr}m|4ki9?v^m=`hi|ZW?R3)U0teO_6yBkB=pV8!`x_pL~h9 zty=Pf#24)tqlPnOFs#7y6sBEDcA0oaVx)T6lh6DA#?>O?RJq@rTfB@7hp?ra0YsIp z$NFEVpvp-=t55bBu!zAay*bm$Y0$1c8?;xS4cfP!5?b>TiYxZ%(Kd(n6tqnz-ZM;^ zWEI)(4bx=R^!SWsN8k8oGC6+VrTS#{*ldy388X%o^K?^AIe1PxGbS&%XU61Z_2igx za^zLtnK3O!r&8M^c3Yp+{`d-}yX$xF+~d7j>L1blE*xGE3%KRY4jKt!f}YLzFn5}` z(Guim@OnrO=@=08B{kGnbCCI0#5KSttb;)&hm{L{_<6FEO+lcMZmx~%_e z^PjVjWzn29c`;z{lEc#6#JJZi?)OXs$JmN_r^-7lB%bLY0c zz>J^r8Qd0gnZIyuD`V!1WLuYZ;oR2iOp{}&;=zt4Ob2uI+}0z)e4%1p@4zPKw*F&+ z$w}FGZYW~><8xd82%vI`w`BZqys>Q5kz8aIB*uJ&pTgw$ObCkKVQBF~X@D;?TZ{b4 zP9v|JXvm1h1;28GffSV_W~I`C6whk-o^luxVou=Ch>7u2g&ALRGK`c+3h>K`Exx7f z$fCxd%DOyCI^(D)4wAl7I7oW8iyd7Y#=16W^|84-#(~nG_-Py{edV?3c=Q@Ju3kGl zp6m?==Vu%-H5{2C;fd0{VMhXf7d=Gkj*Q}nCQrckdpmNtv_G-(A)|44Oc2YjJbii} z!Ifi7H$3$@#7;AxJ&ezt`U9|tir}MQa@0}w$rNhb?j0iJUbARm!f~aCCmqeA-CsYe z*#%b?jSle3+_lX z4Aj5A*Sln=H)XFOF@PUgG^xgz&W_8M&}h=3fjaR*&aT!cGp_5$p(ByIV4&&y8@m&2 zx6*9e>-tC{&p`-rYU5zfOK{G(%fo}%$K=+;$=rw76qoizTaIqWizd-7Lm}`Y-2{<* z*kZ@zbVtcu?(d>u@t3%`(@3-J&CifROH5?Rt>+3 zUaoirv4HM!MStlynG?6$8h?h^3s*LAZzKIBf@)50f11`HM)E>Z7idaqMw`?(&EUmH>H!!(jFKS@!riCbM04;HatR>g3-%IX` zwR~&KJFSO>e39{DbCP>8qvm`SqB494eV#VNfm=gvjk=H0njC<&&U8O89aVq<;yHUgQEDzJ0fK4bJf97YzdBu!tvy^4aWjSr@qGCOx z?axTa({|36_ZcmG7SjK;q#Y4m5BuF_mC%RTMwbpJ7Jp0>C6^$>`B^?s3rkl`eX;B~ z`%mCc$nyc*@w*wjCGrtq^GvQexycHNXW{5j+-8a}WraLzNtmuQFF#cw^>l0-3R*Lw z2`gk;JEF--GjkKw*;!Q_kuQNQbk%B?MgHZ@m*G45$!O{M(Ko;F=eQj5bK2+DauLAGO=L_B!S_tsCeDzPCdyW?OtyY_HvxuFRWv75=Z{u0t zy@S?hpLPK5@Jg=f3SJR&hZOuMjrIZa+6PA^t`sb4_`p2x@#;_XM+sEwaB(%vyA{kF zCy&sh?v?WwWVMVKH#kR!{rw)6q4+VJ;K>6Ac@1X$l^bv%2xNO0oG+bj_mID1?@fBs znD};dVKzMM4#Mr6&CX7pZ$`R(4qMlJ4L}HfZ4UTz6ha(GNZhJ~1(Ej?}o7e8& z%;|Ltkt5&0 zdJ_c29pTsg)y~(Ztv!0?!2S9>ltc zon-HIxvs*U&fmk+sUPx;cdwCk8!*e+WB=lf#A#$L?C5FNwp0u-UTx@-R{Piv;|O*U z3+*_z7`gYL$B+}&CGRhyyli?A%%(xHI-RY_mTtd$@8;e6+3k1le=YFKxK4)lsz|gD z{sHr>;BYK7%}Vr;r>Zvir_vo4_h2yIGsQ7CDwh=;HnDLiEzfZQFiDPTWZ?NJgjvxO zEz4!~e*M}z@87&fRe{s_h)k&shEHnCE5B9szh$h*$(+j9WoigwZb4DbO#>m(%|_A^PDaU~vqn)80h3FT;q~`~ zKobNAst$S2D1j-J_!t76Ab+{*CpaOAF%qD_^*W-lZS~Bb!NW1*xiZ9|XWyO4oCf)#quVtC)$2+a_ z0P>=%9^d1suHu`fTDPbuJr(BuEwn+3OSknrS`E7ZBtlI$Mr#k$d7V10pHi>AuIr9+ z9hBZ{AF6@kb8QRLqKK4p06m28UCUU+75eXp6fcm@j}CSegk+*oO9&_>-L{P|sG9!_ zd*Dym+G}zt(cJ0aNwz+kgMabraZX_0n|8tR)Z%I#M)E{FVkR;;&sEjJ)Pr*`V-efj z{-IkCB!aA4EJQyY;S{c3iIs|$2tQfaZikU(uCqPV-5q)17MDE@T?eG+rtN1m=aKZx z8pR4sFo6~F<*Z@9s$f%9C9-DhGu*rR&duxhaUxY#WWLd3eZv`|qy&vwCI~Tcz(>B6 zedDV)@7|P63k8n{4#yZ_6yoOmNByQWw~lYzbCWZ$ViCd!#=JS^$kwCL9mO zRReNb5w-!0uZ<-fu7#QyFD*mqcoqi-QLF9C;$ALgKzVlnur9*M7GuLyuL0O!PKxq; zJunEiRB<@Yq|$LqEV(;^uQrBmfv6*_Z1D^SHuT20f|qxNJ6ef|a&hPB(by8Hoep{! z6&L9#dM}0g8lUlMBv9JPZ+%%{}B%)ZM8jSWfyU#P#Xp;gse#D1k#}2ka)n>qC!db_`dpq}s7C};;4qxjUBSog< zO!+@dZb`j?j48OT7h=g1^EU-@YACJTsi_o_#4<{tej_}5J#kJwqOx0ytJoqOTB9H+hXo|RG0ajomL;gFk`hG1H&O%c!%1@D2@Tbkh;dxOTy+-%^E-zCqRGLE znXG(Z^MxUz;M45`#LdB6M1T*CM$GK^+S!#GaNGo0sweZ<_#2#T(LF%!*c%N)HSwhh z*w05jPNi%V6q5-N)QOA;pye{0mg%$^B|^_#DIe68SyUHnD_Ig_A-WVefWKrI`NfSI zzlxiH>Q@Y+D!r%Go~BAHyK_}De3KQzz2u(tNLg@hwhAG z4f9HQ3{g~UMUCS2K)<7aK7&jbdzPB3yLKrG0eadn5oJXB_!_{>0TkUa4+;xiJ-v%B zxb_Z4E^f_-fUsP8gx~rTwIf$pLX1yYRw@=XbK06uU0AA~p0?Uk6_hGPb7-}%mvG!{ zI?pK#CF7-&_LmJFKi$ocH;>v~>{QboK1N!qRR|}qMb?*ieO1=N#(S%eyOT25DEleC z7#29c_b1=`;~~MiN6zjeK$z9_$dsQOnqK{Rn?TX05_eXGI9u=05toMjB@|-^h6W;v zu8@6FJx47pHG1{r6kGu_E9aq)0<oE? z6(rp<*iHhk7qA{MSIvmBZ1wGJW24WnOyHT6#R(P;HQKPXB2s$v-01_;Wrd0(39-nQ zI?9y@;+!^!WjwnPUNt?tR=hvE1)`;%UG22{XE(s>t5Y`O<5XHE4b?hp<}yZln3!er z7QU{cAf>bl<(vpg(yiSdKdwt4yLx%KM?hmpc2qD;kGqE(OTPh?E6z+kc{qs$+8K|Ui0j5y;Lq4o6%Q0%u86DR5oOLYXH_K`a zaT&ooUYpr1gNhb)C+b;A`KQ@ALtoOr_=NN9J|;JOoVKG?NSu^DqSne|lz$dxD-bGXc9F*JwZB4c>ue?#>PMA>_yq9>{ zcP=|bmBFETut15(Fh^mh3BgYo!|JUA8{Nnq?$x3hP~N`q3NbO4)L}h$-YznYiX57a z7P_P4Ty@}AA!-8rrfZfmzLQl#RViI%lojJ!*rgS{kC?w$Au2({5U(mCc6?c>Xi#!a zA8}={zmdDB8rob$3jqsip~^zw#JxDQAfGObcri#pDij7{bLz~dMhq>|1aONoQI@p1 zf7br7@?bpL7~+%epSYT1EVhZzZt;{HtroqJz**#v53t`T*9*{h*oz-ye~cwc$Z8!) z2mzx4SSIdhoe3)$;kjCnZKE;klM>KqQmd;_E<0w|>id^8g8_xFxvzN6$oq-d3-t`R zZb?zY&kHo_7%c`fDZjf4bmii6BCjYBVpKJSye0{@z`??7x7S4s66F)Z67(R*p zRj%p^w-6NL@4ViXfEj16ZEV-L^9HFF9pb)n7tWIS^}#%B8ep@rjp@k!|G^5Ih4Ulh ziECT6TE{sYoWGIF6L?kcVZYV(S1CxTIp>}+Md{H;)SX;WAcf^pf#fj0s!LT}lA9bb ztf^XzvXdi!wdm;rJMVxwMeSXLHfe*g)e=^m+&~Y%5Xaz2anPZM%Sv&CzyMsvBGn@3 zXm*FvV9jW4Zq|2xSz0=E`C2(BGnsr#MMQbXd1|B zi~G37*MNL;-NfgnLAJnVwJ3=*R`k#ni6DUXep5NSDc3gdz?CA5?z93sVt)vWQruF3W=9{1D8|_tjI!SL4&$_P zfprA&+1oXeQNq6>G8M3F*MznUz)cr`kx?)>KMt%k=~|~>Twy>msyiilb9&@pW_QN{ zRrkdKRCk120MZLHputHe)yYeV2CvETh+o1IiG?hJ1QF~S+9M!7z)?ZuCj%gCyyDNO zSO`YaaxN4l#eK)Gl({rgz>tPo3Z0;i%3Fiz+ln(gW4TJ3sDo$&W$tsn8_>^ENHXWF zd?`}iip(kOG85D2WDRlLU^NkI+71Dz&Yszfa@#oH1n^ol{%LjA%&IGG?0oHxk!MuH zaEvrN;krnn^jkaKzDTz!J2!JXZ5Q*lTybNU+oUY*C;Uj$s=c)Im3O}Owm-nij*v;z zU<5;oQDo*LbHYIKex-4JiHY!E=knyLKe6rdNM!5_SR@r_a=Fv;hTzRxBe`qE6lJ4S z8G!P#k`<9b%uWO#GgeX~HkA0~bB-GrhU^vuPEB75L7c6m(Y7q-3Roo_Jer^_08dMCVyp`I$nOcR z1W4#vipvdGz^Ak>g>{<8$%+~HxPeda4gpPYIWo1=ctbyMGGdA|{;k2o?#BJm6xoPE zdcu|USbl4*h6tza{Iy-!40e%lwoYCs}i7SY%ug)*Mz5LgP-`nPla%6s=rr zH{k3SiMW_d-f%@jKqE;tB9J?8VNXtj0%_jJk%1)G@`rIH`$=5L(pD|5KJ(+~eVr#? zesc0Z<MUyQHY0260evOa|0+D1w>C3J#IC_i;f)q=NK zc~n-ET+pvnU@Q&SDDw}}98qs>`vW)0sr9eF57PF{a@OtQ$xP^$TP-|#ZK_`3t6SS+ zYZNGL5*jOcJ83do>gu758n=|mw#`7dI&_?~v@A3R7c=oH?T29Q;4H?u3XOhp2QmC( z3z!UmhE{NEbU5ga0qCa;w_uv#@<%%#@r9vBd>rTz-#>c9r;EzYZ(yG!OeE;HuO)O{ z)=<$RxB6HDmK6aRsl`8rq9V2I^a0>aqe!4@#mR#_Sjnk_>bO_*iD$b7|GcvZ`HJ9$ zm~#$cRtaCaWIsPDmveAoO%%OqtRzfMNR*y8i13{_KPqbxyJ6;#5sZeZ{Cq)#qHwUl zvv7H^eMM2(*EQxpQAyd3#UUg2Y{`kr%1-s^ib}O6<0r24R0X90RCK~JTG3mlsAz#QIrRa3?p3M}q@fVIJws?>n~|bP%4>bU z>QW7mDx<|Gf+P^y>#*vHfFPe9$1p-+{}jVicC3OBTtZdleLs$4+%qjb`z$~*4T$L! zx|cUIr**2L=n*|p`_AK2iK>LS1L^v-*i-p}QxI_;V#K;25_m z{D|L}Akl{Tv zsrcs7u7B<8l9rdtC1f}dYI#?VUtKEHu1mx>OI!14Yd-C&PrK^V-tuX0Nm}BhaqMKC zr0O$Y{P=>%};i}?(E-x!AE2^rJWzJO@ zLQHm5WiU>qvD|R#R2IR^R@OGSfGUe%Dk?4VR&^1~9c4ulS5mYNDT^KVLk;b?=8oT1 z7fGA}3zd*1S73;R%A||`g^EZu#x@I;U?nFiAXNx+0sqOP%Q-t%6INHIm)}?zHTZQQ zSVg?H7%*u9u08?ctBU~(;ss%~#c!PeaUM1V@T*fj7aeXBOuV6a%58OwX&eWP7;&8! zAeJ?oP550W1)mDFKQmI?&|0v#24aXy9XC)*R0jV&N#rMd$$P&KP9{&P@@(MPH#xCBIzFwzn(=1x$)0zw@tKV zC)=-R@W&cOUed}L#w-K4qZa#F0j-XLpo1Py(@l@2sWuS#GQ7V1s8i~p3lu~m=A#K?h?64nYtz%~L4;FV!9I6pANiN#ciqCah@`TQ=rNbv>w z=OE{H?o6@gy7Z-tstPjdKKmF6t0{{E+CS#V^m(?twb93g2Pb11`)q*x^gK`vGBZd! znik6JTdT_26mwE_jRC3}W@fAWM6^ho0?$_0W-!$dGuuP8ctV9a zGxR8=SzAJiAPqk?&MN#~e0Y5eqWwQutZqPjZX6LFT3A{pWXFZ93#COYGcF)KEQNLi z4Sb(QnK?s4k3>io(TeSmj~escJALR_6dV>hetL9Ke7F(i#K@$pPa^_cujNfcz|B&Z z`=mmQ>NAJ}=hPe>Tm9rNS7kgtA?sB}*}{PhO;U))_I_=sbh|{%BE^j>7FuPVVTH-& zVHsA|JX@VD);fc> zD{RhD3mm-0I&bkq*FLD+%nR}w>J*lXW6JGzqfcT;xgRB)9m}>o;$4rJk>eAAVQdXk z>Hf*xV3p+-6JZKAmY9j?x#9uV^vE_&lS-9e1?oWi7ZT zEV-Bi;8;FR z-g&t$Htay)B*mHSr<`{ldw(w_etF%AjvV#6&m1SnF0$DPWT1Ek!*p)e+mDJT9yBx` zIH?i;MQ(Kvb`dB>kp;`G3Kt{2B4f?Ko{HCfR(G6td{$o!WJX5}q@ov9Rv~-&qwZmU zuOfiNIKceaGKl7+qw6>V@@p~2FD1`=)-K*;W2UTazZa_tFOQ8W|!0I}n z)~YjSH=rU^rqBSgcXb^&y_IGr`)85ja85Fa`%|%)!v-ptpxhmejKD4!sR}4Wclb7g zoE1u%^T2gWa&W z_$4QiGa5a8Iyj^CAQT;643lBcEl_D>iiF}yet!XR8{FNEG zYbt^vjgz;hy2R5|JU)LI7m_ksb6nw{xRs=Iik|6D9p^g3o_MwPiFcfzbrMv$_|zdD zUBnXZuAFhT`i$QzE@{H7jfv7G_wvHU{0b=QML zueHv2ob?{gs$u7B(B3;}jrJL8GwtJ24jStRmw4wx*4pc~I`Ei84PkbdFC%nEWB0VF z-pU!-M)u~ZX0Wko3NQUgQ`iZA5U3nYiXJu$P@kR-i7u1+y;n)5D3zD zzdp{VSy6FVBSn^BxVfG-;>;&styJmJddtL8rMw;wF#8O?2a9g}K#5sT!d4Y2xunHF z`3d*q!q>9I<tGEUB zeRfMkP0dFV9mWE_a@v(1pAHu?S$phL9o;paqF&E_ZCuNKEsHK&CR8cHkMZ@_cwUKC z z62g++#!o_GOTfIrUMZZi5g(`EIwpv23QFw3NN#P{){AXq5~>8lxP>9|{kToxRBbLC z>mN@>_5I~wo?-gJi$u7cx{k<}xVJj`pI)gT&sU{a0aT4diPkUB{{+`6^giSx0(Pwe z?y`_8>X<|o;VwPkSGn~dFNaH%;oNlzr@Y=E>2K8?2UJR{5RFnlf#|fHqd*!gYNWDQ zStOklOO_px)~hncR&fM-vD5g{jfJ3tfweex?QV)boUY~yIu{6*l0K5pGdl0{o_l2| z9;kKih^Qn37Au&6q6E|KnLUK1q>Oe3KK4V$)Y{G4_TqZkOlt#g!BK8FyggqCj}n0D z?3v*~(wta<=64B_L5iCM2CS}AxFgL@5d~&;;S3o3r?T-7;&Oy6X>Nx(`je^)E%ObT|x#K(IO=TulJY62XrMTj(L$fD?!olFk8qM#UQ?TIl7t)EqhNit7=EQcz|8-?H!Xt-6ZXUs-ji@vY&fP%AK*A_jj zP+`2L7Xm$HLsrIVPH+j{Nk7?}va+~RCa$n$&2TL@Df1CSg`<-R14M>e$$Hnx#~JKN zH&;U`6pnYAccvu%zp9B=q|~9~8jBiFc8AUpwJuJ;x7FX3Q_f*WIPuR4`=|vv3;#+)J z8Q`IFzHQPwz$+%0;2zrJB}_%vKKk2x&!2maf8YM7{@s^{2-?N-;x6c*+1dH%n_u|z z=bqdA+09pe|D*4Ip*`xhCVYR~04A-Ses}DEzPPytpr7sy#)zH`KrZ)<&3nlGS!lC1 zo<@PvIye{(MB_SuuW$AN@cD;0Ge%y~FbjFpYp3HthMV64$Y0KJiOc+}n|~9TFZp%8 zOa9L0zmMc!@Y)hhp7vX#P=|y24>$h@!2Nt7+tjNA`}>>!Bfx%cr-fHjLo=Nd)xrGP z=AQ%RmAUVSJMjN$^B(~`%Y*wCr^x^3&HoM1pOaAy4UobP-~Yb#+BtyyBI7`!Hcp1& z!U%=jT06JZCg>|OK${Wjt=)55Qx^DwH7<7s%;7ycxAh^xJ|p(Dn$3<&w!VFC>#s5I z$0W}c_`P#me^V3r%B)NL&bh5WVB+WUj>91$gB{Gjb#Ch~1SS_d95?!3oZD(V4?I6p z)CUgB+Vfji3GuQ*sJ~90+;srI@%+{`0(>Dyb_-E*gB&q)VE^R#t=C>)M|1Sdfn9lF z>mk8@wE~+R?sb*#zp(Yc2zUk79QZ$eVe4NK{FidnPAnmZ`rM0K@4g7wdXhPx?(e<0 zwas$NRpqLP|GO`4wWQ!I;wMO5OFJ)a^;z(jax^Q09lp5r_XRdburk;`dvWWZ19nOU zK1S}Cf?`_&x(*kE{p1I*`gFseF{@k{xP*#G_! z0On6w09s%g1k~c<3*ZyTETBtG4y0G=a^#gyugI9Kk^tbQHGE4aKgp8G4c}&18OZ%Y zPC?k9k>qm~E?~;%OJvN}JbT}ne)sc-$G7g^Yj^{1+@LM_(F7JxA*VHhQTb8*cP@S5 zx#upt^4fGfdTpmScj>(}Tm~ ztToOChn92*V-*Sb|6%7m?LNGH2V+28RgKBGh24DA*p!6K;kkDA_SQ9)5!j|c7{YP8 zcX-^8424jv+7Y!s4b44?Y3czJ?b_1pc{c$`V& z>Wsw%QI~bU+#*6=w8P7O7T-o2X3$;`S!ZW_{f4<9hvz7x$mEMi0jh zyEvDohuu+K>ZUiLzq{P?66=(o726#Rfi{vFKw3Oy`x|3Fq8+c3C@Y;8FxBC#G z$m1S@lW)T(|8Rr_K_}Z9KE^m_*Ywi99ERSwxz~HR*Ocf|AmTo1TE|{%tY&7@;+Ki7 z3ex0ZAz(jnljFJY%2^xPyTd`Qfs)hQ?J+>6m^&G@dV_99jE+(OZq%%%U1rSh~(8=n|l(g0px zUAeq+IXX})C7PWszof4ez{atssm~>;HP^jV${hYlA4ql0T`MUoIe-w*!|YWn z^J=DjeUx3wRv8%WaD6$uoG}tIyBvt?t2$^MHTB6;ffn55&1I0Xz<{*|V+h4Ti)tws zJHB&A)eNM0KNd4#)*7i}@I-~myJYFaH<%r=}3 zm~tVaTW4m3v=Esp^fVG7K2ej!GZ#lq2h$nQa;hqjD!oJM-1N~O&XoyM0@4YU@n&PBjztArh`_*7mH&$ zXcaKoEa33LE||0uMk59JXXEbM#gQ+Ly6X!?-H5)4K)zxJ{TzGXg!(?l8$iTdh%?R@-gGNe40MmD`GsTKk@8txieX8fitMUeT;q(F{*(wo1Y9uY+3; zx;qU-55RH9E@*ijro+SjF{~=sE||x13Kz}A#G?$lu^p(T>I=Gm{Q-u{{S9oqgtUx4 zB~$stsHec{W8+wu;$v|Bq*WwM3G;hG*dU*d`^UY9Hn!tOqk@1-cD#{q!ayRVT>*o{ zF-ho1wokn;Tq6OvLTI6xvUtjo8p#r)AWgeyZEZ9l{|{131BsA0?r9wlL3$qAf6=>8VA( zmI#A+Mut2X4kvqR`NuXWmVlbRv~sx--y?Hc4wimIlo)XAD6G4BfaQyl6Y6$2Y=E^RIL|bb(G-0pr&S>-vYR1# z3j79h$48{j)q6%B$mPeYxj@#{+z9>vXsPVXYKqhcA6ED?8WrjF$?;)#V`&eChwuX& zV3{}_b~bcI9*%ksdjo6_VSVaM;E>chiXxN9!?vWS5JnNN%;Ib!3ND>dxPIj-R{p_K zc0CmemV7i}^u0^~soqWXWx~B$j&WQiw236T0}6`P z7taAlTAbyg+*plEYZ6;R^?0RpRjYEZb3lp;WlZWv4S8l#Ia59B(jecDKkd1bOO&f8S3z$~U##IwMqWo}vw7Q}wbLG+`tRZ)DU|O*LM~Y=*J2_PGF#L|6?^ zVQjp-nYgAl66<^Fa{3W>>OL#JR_~eBJ;KeO-dw^C;m^6eoZrmBd~tIHFh8j<;*N0{ zjm_Ug#!qNQYvfYDy!l%p6%Kn1=(x7|Hd0+9%r16$H#R>&-WL>)<#`q5fPQ!L2tdD_ z14_+C2m0aWzXQ-;%z?%_$pL<}`KJJUB?nkkVGjK7ZvIn%|CoT|Q+)0pZGMKSvKi`f zu<;RSf*<)#BWZyu0X3(yfSB1w2mm4!x+b`Ie`CMUVW`8iizRW-T z@iXqrlZ*xDw~%a zVCEr3;7_xEQm9jnn8o)}_TPOsw-1tdYKz%nqot%DIaHsREtQXT14Di5#r>K6oDH)N zOZ7_RTa{%Wrd)tYVQ)swbavZZB&BJFptv|D==5<;5|0TY>6SIl_Ym2uwrWW%CD*1=Avl^v~T^&@%%#ASlH_hN=nYuY*7*U`3EbNSgj zvbH{Cs5qU?6LH7+`LXCkbLLTrbw112WBVA=hTPK0`esw_c#1~|+`bCo#k07N#jJH~ z8$XsWUR;wk!M;?h=ewnwLO%Et(}iumt6_xLXLdRi=JGDsE4?Ew0|4Ld_YUj5qwRHp z+{bAUP}c9zNY5^_2KZI7j_ajRD5KLj5S_qg za(Iu72#>OM3h8*VVtrbp3wM zf1xlJ<;}*=ZvGN1p)VBSV)O7QK;o1OO(Rk!k_MOI4xrJ03)G}ycYX!#B-$PLJ;z2E9DV4>Q z(E71xkavl?Xt})G`rdzoV2WGr;x@WJ^_Hg7SS?aV!BP>;xB)MOGNk}5trQtkq|#zR zT)VcoMVYfcf~7J8Xn~nOZ^g)~*oum`J-uTFd20pg2lE!cM=vmZQK;< zg6TX)@IXWA#&v(qkY-l=du$d$d&=XkPHOW%n`kO&Bbtw9x*ipUsVb@}^tg-)r;)T` zYYJjFN5I~@TPaqC+(%mt2RYch=oI6Een4WX7El9EFM`S01F=cOB+SC1T7r!xnr@0K z>PO8-(2z?WNazjt%y zH348BN>}HFx?ts`_+)DgrF2>E;#v^5gx?#%Xu}OH2*uo3+QGgYh-;4hjT+8Z+JQ`( zM+ZV&Q!ciZ<|j9`seF-D7y7SNJbQYPZUxD0yd%lK|vTgaU0;!;oro-JA4xxt9H z^JVjedoL12m?C8R7ND>rE}`SU1&6kxbbqLlS4EGwCVrnD7U8RCPWYHuwrbs$O0k$A zu6U0}fD@n3d)Mx!v3a^=#jg?p>-$644OEUW-j=|%mY!i3qsgJ zH~T}=Y%yI_h54dE-A@@HszMWyQNb~84!xHa*H4TrYme6M*3_rl?CpJylh-9|7JLi~ zcLT-afpo=B(k-)v-3Yia4{yFit}2TG%12OuVxVvw!Q;Cl4wv#EAV}0{1KlW%_UD}o z(kjTli?$O6F7Yp*u_n9)o={xQaprVAJW6@i0E*%|CC|yvo{kyVBsc5NB!>7}jBNbO zlcGc@#qZ(>VpER$X|vYC1WLDuQg+L4;YM8NcNM{7v2EwmVS`+5ycG@8;(R)DbJ>kx zzG;CSO1L~#pFuN|+*(;fPe|AISCnBd)uD=$K*$ob!l}a1AU*@IUJWTZ7J!yw|0TaT zptk3lNC_EZ&KQSI=NM<3^+AJOEJQ1vHcjqoFZ_s6Cm+C zrJPfysEP`yiY4aIx=*KYj=(gRK;V+ywZsDS&=#CFrnb0CFhUn{IGN6_WlY~QZR~~rVIo?+;t*8q~Ib<8?&Hs zL}JcSohgHDA87-QCE+Me`&Dr&-=B`q|B2hUfFI zlmNz?2fw=cCZK+$1S&GXoiBA=;!wU=0$Z4kT!}AlUIX@8NeLT_c!*q~>zlVwsH}(J z1$hL;0e)3(9w}>&0eU6jO1!_>1nP?=?eQg2Q^u8RZH`f{KC2wZ*{)u7rKX$zCQ3DC zl`1M5SN0D!{}5$=rdZZFu|LCnablOjz@t5re#k#*vryzDbOZR}aZ(iZvKnaaXMSwgB=`z+3Ov`SxVeM?YFKhp>AIq_QlOZ=0PuMpJ-{zr$y%v zBU72{o)k<^9$LmB&kb?ZM!TlL>@XbEnAhbZBDh4e?*Gr;yT?d+U3X%nW!ch*6!oGg zSr302n(As!clBd9Gn|%M_K-6}j*3mv(?iKpYqnBdRoz{j>Z)cvrn^UA;&p;N3;~-5 z?Igf1oWKY+Uhig|EH>CIU^tF8yV*^=YZwTS07(#dvvIshkUxS1y9om1_dDm@*Y|x@ zT|JzkC|eDQ)BW9h&pr3tbI(2J+;h*}KNub3o;h!!f>zm%&;^kE?qClK@my;y6w6td zuM@+DuWXL0+Qh4iW`f9-MX4B+6d8u6l4{gZ$PjVR6ZiDLq8ZNlK_K6s*J(Y9vh_JK zQN1^c`3la*=L!PlNHJ{=c0tp~$ybc?kc#^|X*CZ)TqSLJUP|qK>7LWN?-|JSprc4f ziRt@dquWFVCd}1nuN^hZpwx}qSszytGri!}=^c#C&L#pjkqCB?0Dmze}9zap6+uzx0 zj&2L-s@Qn-(r@Jm`P8L2(4Ez^yQb*qK{1J=QucS|y+z5{2_Ok>A&V!+aFKq9IJEBs zg#tk*sS<$ID_ffpMctK(QQ*p)WF`#XVi?NjI`Dzf?Z z3=q$wjAehvnFyeUuO>wSpsNzTm;pel>3HiPit#jldmj#zljg=j3`O<(xD(Nl!q@y= z1Y~@)_Bp5wpY+9nkKcJyDtxh4p-$l|c;2z{XKUwB{)8`ADp}!T?P3BwkkBeTU;8;! z_>gNI0(Z}_Kvb1bxc5uNe()_IAAwK4M}xxmva#&_l8>qdHzF5ZwBcee{#YE&QN8}k zP3*$|+~c|n-=ZLaD}IdYi8z<e`MH&t^CWe%!{jS&Xoc1s$~tk2Ti-NeQ4NIx;8-c)Fs1YqGawCR z4%V`>ydh>8GftWrc414n9c8vbSWR<07+^uwce;a$@YYqF<%CHS1fA-tNk@=72lEP! z#d>1OqlP3o;nMTGIm`|_qdmCl6?(I+1GTNuceCaJ^3rk&K|1ydl6aBPv8x9Jq=I7= zU>|9TbgbkqU9T)K`qlRwUyAPTv8gZG>cGt$WnCHMi-Qvfs#kRV8gOv7L3dm}?g1dI zB;z}`&UWVqyQr6IGPF!f+g=`S?1(vxVQpRnxa#6??6cxM(91upY zDa2ApCL&k{0g$knn|>P<|&MIpQ!}!{q!%4N-BAW4120HDO_mCd<;ZA#hJbLfNikF-d$0ou^sfkB}++=`! zT)(8^8fm>nd5yp3Z&ToO2T~C$2!CycSfVkSRpBJqA6Aeif`Dzs;h+41 zlg$A+z1Sa={}F_aej2#EM_w%!O>UiW^a~nkUvG{_>j;gRB>8pgTC^^_+$kJagQO+QlotHkUre*jn{s8 zr9g40_jlr?OPmbx@#iWNA-hb&D%d1avNPXLG1HTSl-8x>?)oG@1ScFqt_nu9?rj2~ zxUXHO*xf|p~K-rn4DJxsHxvHlZ@S7KSIpEq@o;SC{}27`VF_l-mVtglqz zvGb1Jpp`mN$`$IZ1;LE|e!qC*YGU!)%? zd6-&=OLVzV2QT@m#|#7QUtfIH~CUrPpY}^m{nY6HnG$ z&o=zwLUp$>9u8w4F{v#4FVShhC-55MDi`Cw5sGx)ci|gK99yB`xrq(i-HF&S2}t5vpX}50acMb%2zGgs7W8Vg%M#Hc&I=n z9)E=4MBy?54oXjhN*f04Ui_qh^qSZSheNLq;FXjYLWD~Mk}P3iQ7jRh+ku(E$5?|= zzC%-VkAf8S?haEQa0n4vnn^&mCo^JqA2$)}1E&b#dXkad{T~MBDEOHI51%lq2YckD z3ODD)k1=3kBZCy2^~}r0rL$*A>B4lCoIpu#7y9N@cnX0y$6$()c#i9Cw@|V$M2#{6 zA`S_{hwCfL&NAW{Vv&;4$-@hBq>m(xlf*|gOqFp1I*#~3cvew}zUt`1hZr5V%D+u3 zgCh`M6rh${9UP5NkwOvXpXVGF#HI#9W`+k1Bsm5s33cPYE3g}cJ~>B31ofN+b%xo- zd*@-)@kD+*aB00R%B##p1Us%Rngebjzz@nOGv^4!0b0GzvU*+Ir0L~_NCu$M*?BA# z@mbaDm}P8XH1r0|y~+`isdJO&F&eBQ^FGR7IRkl98VIS{-S%#WX-)n9K9q#01hjLU z*&_6-9vcjfijDWN!)#l_old(Y(_l3NB5Sx6k2pa&kp!~X{n`Ua6$k^k3^>31)pst@ z0y6vjtnP(E9X*B7QxEGe9_*TP?ut7%0S_A%R319oWZTE=zBBMz&(NS6w`Nz=dFvs` z3$h+tB9HU#{RRUgdPv{i1Hs5gj=3cfH8RNJo|kjv>U_|Em6|)9fyB5f6C;~F{VLW> zSqtg{r$_32l^4e1n?+9XLL)pnMNsFY#(cK4l&uDq-J!QQCeoH`85yba_Ihb0vA5|I zaIKi_R`YKs^`ordJMu_pQtBHc()V@(?W=CcB`}Q`QSJiZ5%_CsXNadSoz|LxLP=SA z!d@s|4NZe+;tblVtvH+)ajV zRFFa%^0LL_;AH49yZBH6cRSuyxm{tF*P2KxRf_{^f4z^sbL@VY)(+{w32y{ zJwhV^!YFhHsEna{s5%4gJ*^LFwc2>p zkI%5k**#|$V-_48M~fau&m@F#Y}ESi2uNG5Dn;2iSB;nKeDv$(xOJ6>A59#YvGf zNmGwRemA!LUCv4MLc2vSdk!!cm1$+{A37P`W8&0`HMT&Fhs*}bb@4v;09e9%qU4zb zal+>`7hSbv9T_!vCq}_}Si**ul+y80x&Rf}{#~#cwyAsVK_5vGQ=8U2Btb0Y9Td~K zB669SkV;Is7)|b|x8t~QLbmRWqxbJl;7uo`0vn{Rk{>arcXouuby~N{49scLhhj^$ zmIuYC1S~uVo}gAGW})B7go9;Zk@|Royb4Man9H4-Lp>9q#&7t?7%trsr}O*_!7MlR zZfwq2(leyIn3QohFldf^m?3=^&YbAS#r+)u@OomhFS7b9!t&v6nh!@>DpWu2wQQqk zajP41nyqaoCAy2~ghQ0`(V_QR04GnSiBoSYFBmQ!!G0Z9O$TmnsDoZt zKun=5IU4fGs#6z)Ay9A_{Ha+|j{p7cFo`b0K#>X?GwOY-A!KQ%g~$r5BwBC#xP%i$ ztL0$>u3FG?F#Ft$avnqEeB)w>@5)I9%y6EIW7fqW-$EqGvccmlXA&WC2(6e{tpI z9#y2D0g#(}?dF~Oc7NP!4J!#$7k4}fdg^eZI6;5TjS5ev;GAX z=@=;GjwWLtcrw5F<3!5_;5&>~3kN@e_wkk$?(o{S(=gu8!`gn8H`G5H;j z*LKDSIBLpkVTt(aiP2n--DjS3f|7|Z0hRNH$cgEs3&P*~0A&9=NZI}@Vu{Nx&AwUt zK5h^%)Sg3mxP%*&-gmUZMG0;G+;yrTo3Kq`?&Knatm4nsUIC8g z?BDqL2`P9YXE|7_o3#VL{7DfEJID5MSo`z%_z|pn=f<^yU#tE5#K3BMSD}^uX6?68 z`tf|}(2D=l+CM;;f_2jFXL;=@j8Z!o>`opAaRF`1z-jTkIR&C5s69zx^S-%pN{sW6>b*_yRkY z@8k?K7J-ikp!TB7GVZGSvnEEFD|&}vVB+)8R+H~Td@wQ#E?Y} z5ZMe1Ui8pK>eN0D>lpzJdMYp5hqo5e!+Q&KkoZZ>Lc;O@R@yr2@yID(RQNc;^Quxn zA3)Jpqh{F73!8EzXWon`5aYqIs8%u*Y9(xSs>2k;6xs29JKG@`UIv?MB0OAlII=@laLwS z9WSJ<-wReCKSXm_!U-BCC>lyqQ8+2r{QPuAIxmcr=Og)=fOgDVqN6UGsIkidQ-#e- zyg&eX^RT#RHRhtMBJapDwMN@cM`Cg8oS`KA1I1Kfka zXLq=byB*yVR^JP#k`4E;1Y0w#I~A}pc@Z0_0CWRS1gVW=g|dWiUN^RfmHb%nfG&z7 zj(|8rj9%d?1q6;8nB2yg$_$&huK}3?z|7P#9Ce!aKRl)*3&B`9HqczfJv_xCVZ<&H zQF(eMn)qp6OlW|6Bza1a0)Yg*-EMo-@0~yft5r67xOTE3+|CI1wTsnM*u1uo+n6WJ zJzxadFqA&*$J#BzaIWXpOd^n;>hsFn%?=BJ?B{)Fx-_U#Mu zw$)FXgs_h*wacui3&6g8wRRQXJ}A6npI#Ds(9%BNtbN-QT?YZ$nePF=8xZ^! zwZ&f!GgeW&sm4uI)}Y9JAyMQuB@E)lez%LLLeB=?i{kV;@31$XkKA%yh zf7QFld$ZvF!0qlmoC-dD=IQJ;chh^bKOQvO*^3BqTg&!Fql4kv(oz$DRU7ExE*{^6 zGmWW;mT*nAgR3`77cN~|xqN9+BQlyEl_fyEGKNbNv645hd~4&iSFdI-U%Ped#;Y$~ zy9p^Rue4_Q0i^dW=jP@%+i#8A5SE$3XGDBMBJ-U(Xfd`0K=X9r?~iel4OiVeJZ0=> z2ywmR0yVKl$DBtaMr9rmHyF~Wd#oY$H%82?N7@aO{)S-RJG>y!2hWZ1f4IXGw+eE! z@$wY@p_r$WYhGd9g64>8Z@7L(Z#DHuI`!QMGUSEA-RmLpDBp!t9r9irqV^dIgQ6bq zFz5{myTZ`k+37SpxI;=*WzF1x|FYdc5blnx6pjlm;n!@#;O_Sp_3D(K${NhQ2I74| z6v?cL3{c<;U?%W(c(G~+H-{J1@i=q~5bGaz_d4i5WBLS+oue7rBvmtv6n72K^^pI8 zzfj<{kH9=2$Ox7h0#VsS;$1o^9J{~qS{GM`Fd9F>cv}tjP}KdPy^lLizMYK;M2_T! zA2t)*TERK+UBqL{v>Nm3IKU6cv(yFK;1?kwyg|E2Ce-cs?~D&{{j`fKH&UzFKRA|O zFnNb$5sqch#(gXDI*#ilvYi)JtI^g zEvlpJU|>VL4ubQOk`A<&KQO4*D!6c(_2v=0Zk;0$lH57**hKWkl*;%>j@K%^`D#X< z1QjsbBpYQRmKutH1i?m>O%^5BBLclaOk?sn6we`jMAKNeoWMdZ$IkHZHGCH+(&_jh*@wW>?DF&_1?P_V!TZIP)C!5dgp5T?3HF<-pe zeApNws+*8?&asGE*qkX&OwQ=_Vv$qL#t<>(Zb{nifT1YMb7yA;yFqs4^&3J@$3S%Y z#~6c!g~DI^8a&WURdsLx!EUmnkv-+ z=^Ef5ui+}^1Z~OpY8BIMKb5&bA7o{eIVPdEi(l~6uQGpHk8hH68?5*y^pPQcS$)2= z;&!LoWwqfx@^G=*YH77r1B;OLut(qqI(|F9I&YSb>v`zje$XLUY#7I-^pn8%$`J3; zx}T>x{f9PW@FrLRlg{mMSB3UgWo{yZS!Hg@C{a3@RwyhVP&9RTz^m7SZc$mi91zBv zF0zMYIPQenkTI_>76{O7WviDd*=1h9103Q61pRamt&dR!ljCTDe@pv-%m*W{K5vjq z$dZSW8VoDZr1bKyf(ZB)l zaIl7Cdz5lp^0+LhJS9Us9|pPwL%QS#*dW8ep1`s7Bq?(79|3DLEaibP)*&NzG2Upg zE)(6Sk`bhOZ2U3_oL+k^97A!NhG^6m6oB zfQe+SS1Ks4kift}{*iDx{zeJtP*e%YZWSpsk^lmGq|P>FH1Iuyqg-u4h|)wri};_R z6-R?>J{Y!)TZjn$B+djI5zCA@k6zRO=O(U!&^c-q2*xx|zHxA-h9Se}-x*or&1zkS zqq7FsCTRsdC|$0%s3Qe!n8-XUf~blCLdAk08y#2bI=F?5;TtH!FA5KWpH-c9@18+q zkD_Je$)Wu@oVO%v6z*Y79(pIDSAvB!MZiEbr<{PvX;4`>v0GC+TN8116{bKqnB4c=GsDU=xZep%uRk-K zpUa-fDt^&M>|~Vnci>H$um*l2nxzFG8ni_>Ixif+AMP?eR0C?jhP|(0S`L9HvjAmu z+{7JxsXu8393SBFT#T8a8TyE4$m#N7eko!eos;Ncf;idJAo5)9$YS9q3I%{u6e5HFL%S{>vbmwSG$cE;vJgCEF142W*DPf!6 zV3zr7g8|jj9myRh#$t8OB^I%`9pL|Z zphFLA>@@mL!uQdPMiokjYOaEEmcHKs%VInAh^H>m2Qp;yZaO7of53 zNh>&vma<8(Rbio2S9yfD!P@kq*e;37ut5z9C2S!@A``fU)6y}Xyc0>tIa_nVQRU2P zFe5|a?wo{mBzI;MsgPQo>`R)ug9A~wQ!*s!IS57$y?ncNMA3-$AQ~%kufjtJDySz- z2gM;dN8MWX%s@8II}1E&ARI>~8id4#>mlIaC>0!la-TL19v!yL7Fj@w z6(o6&P3_&FNESGKH%fWPXFiPyiUS5jztq77yUB>f``JxCok)aTJTKgxojYudv^<7r z2_wX$D25B%B0&l*2p)aojRG-d9^|Z4n}rxcA0^po=^|kwCsNxwz^>UX?O-c03wCd3 zf$$|Al!DM*Qn&Zr#g%081jcFS9}wdGBMowzu;c791{V$aPZ+{UTaR*tu+CJ@X$&M7 ztteF@UMQ}N$YhI{tFY3dYO}D+$#ZbJ^`m1W4P^Cr1w`VRKbt>B$mez5kar+IQ>>;g z9m|sZM(rCo{x7Me{vNCK3q1NStEJ8$tMwg8%KYgE1J93DY1P{0 zovCBTYVFqcQ0wyrK#?2AYQ9;!gPNuE5}%D#+pqOd?F%IUo&Tj?x2gxVw)^Ans&Ci+EUFf1EV{qd`R8kVVY66A3{b1{%e6m;I!_gF z!@7gXX_fx9+OL-4rIpl@v#S4A?JtzVQwzu{{aWqUQK>ljG&iiuzgPQ9s8ZxdJA1KO zf4TM_PO0V4|7*3sF}c=m+hG08+V4!M+p};H-!12c9mR)ICL{wJ|+7&5g3jt+Ck&y8Jq}H79(lT2T zjDb2K&IyrFpHCv8Zn>utB|Kq>K&XH6S^rcj9(B_&aRh?tgNjm%$KsN?4$&{7bHH7Q zb4pD+%=36S9OyKr2*tF!=MqQjtrK*zNMi(=%px$%`0S0BrrEn z{(gmTa0q#GBgR~5jzmJ!eptUGiK0|s8Go!?IuGhbng!A8{4UNivuAQ8Rf6UfaU259 zNZ`k~A0YT5P(X+`G#z~w5(G2^Tj>Wm2`BaZfJSC$PVQ&&2xrI~TzBUV{*(m%>bc4s z{_E2ShoDV5v*+e<-fCfhS35g9xcA;;j7}w8D&{(J$VD|Je2erBLlVlmswGRH+t`g< zQTh~J1Q9_>WaQ|f-e4xmQbBugKmO~dP(Bydhh?_?Id@tp)rn6aftYj=GO57;pom<2d+mFPYA-*sFg{RoU)6R*)`amNZJe}gX+{dV(6kgAapkWJfJ$8CchacI= zUWMSV<-8Gd4`GN~!S^Cjw}_%YJFz3jxV#7!I@3qT&@1x9N1yKxi58||z;H%HE|wrN zXs6BuorTj*@ z-01Pn5|Y5!2y?twR%I#~PGC11>l6lZ_ZHo#`S1OXyv-|{I*ph;UYkPjKQiyg%@*t~ zaUbq?oApu*+egJV5p#QZ6p1Ag$TkVmI!VAD-*F=vp`KTsHgSKTJzZ;(Dk@^JMZx~U z$+?q28B*={aC4!7oF0Ou{AY?1h3f0r;m}}xC0Z$}O-WBDsZpdOGi6~07+~dTBipGK zVoNS7R3+Kk0z%r9t6n9Gn zY+g|IN_KrDa0M<~l{=86mBkg@VTy6Q&zeP` zt!Qir)PSZ)4FQB^0Zwt}QT&9CGhyh*PdXS%%u;(YN_vcj0 z1Yv%R+roTsn(Z&0XqD@er`nk2*@!v(G&?3vCVBOQSte>a%_kz4pJTR^sh*0BZ)MYq z7G8p1X*KXL!`=2Z*@VP5HC>*&23gdCSDIq)m2@~oj0aP+AjBQ`2zo)JN6r1vWR=lB z6bkQK1PiP@94>^@%3Gs1xnh>pR3fo+Hi%ney1Q=)j%pF;_@5O%;ulN0K*hIAPr)Wi zBf*pJ!K(%@^p9TbA5G^a)LBF&u+JfHNn-sCA!d08$*xjO;~`DEU0@*Xx4<)D+tS&! zq}|{b{q0>cOAO>hPRYOO!db-xB#0rnDwp034^H6rBYcD0w7^olcb+uCQ7(m9@{PL| z>tb^z7fzEzF??*}xT3~hlzU1+7Xk`My9yk{{4#K2q)Q(Z{O2&NMPokM+Q z&N;)^ZR0kr*f~Lz2S^t7cHd-?RIT5}tDyR}wejx$7*mQ7h{fZ}WNGpOI9(Gc9gbR| zp%mT|PT-cdKb~LGs$NTRaCF9Ps_sGTKTSOz4^{BKuiT;A#9N8&jvPX~(#AtHtII3T z%>(ELpX}^5j^iO_;wIk+#}ga4mEFzWkW0*xIw`xwH$6Ay1q>M_9+?g3 zs($HYnL|yNBr0+oiYL)8y1IIcv9gZ_&J^YYt4hkP(K*5@th&&|3{4{olHZ|&Pmj%6xo4>ov=IEf}hOoO88rPOMfTwOHvMe73@I>w7 zI7j?cu9EC7cGCFC+UHT@)43X^h*_O4*1lX)$EPooC#fs7dDQu63dhbX&q&#mS0krM z9?|96c{G12sS-9u!{b8j5-NQnsT7apa_u_GKb4fHBYC+tLXF4b8iwP7lzdc7yF7Al z*M14DKBi>_tp0`CzlhS0Xlabjzg+tj6g;j4DIWi3?cYJs2c^gmIFwJHFHuYK=={an zZ=mrP%W4*o`_0;4LEX=m)s0d8tF_-kwa=AROA-H%YJU?IKUq@IhVkoC;R)Rw^O*l` z?fYo`aVsn!`=8hT4vHVM;uycbTl@Pc`KXnoDE)rzzed?lXqjR0+w$$vZyV$MH*)6w z0W3!Q@ITi65!!s%FG~CTN45WjpBruo+UI{<`(N$6y>#F>=AA-dluo59${p_bH61)Y z^ zbo--jXS;fE%-=FxIzQ-+TzLzZqTTOynu=p5+BTHfY)~JJk>jBP&7{o(w$8ow`qqVo z>;l}Ic&%+{T8LDtZy(pAZ^$Mx-seNHCflK(vDA4?WV=k-xsu>Z8T1c%modsxbuxtF zp_xIcROC$&8A)}gJJ^+LuXwO#erYMegMN!8q(Kn$=g--3`A%n7hYW;3!Rm0lP5KNg zJ;Gn-e_#=y)o|UKA{}vOS188+m`(>OB%Kup-5N9wC98D3-xGRPIB2-+!W0;+dUucH z(GfxDls**Z?nh}YgbVB;ag3(Vln1%2c}x)1S?Wpc8A#alVuZaU$!2I$V1te3lXi^^B#os&HOfh2ZF4=B(xrrK3pY0V}y5 z!tg6W0B)g=lt`@0OTgMI4z`9;$3Hlg@CYk6j;dVYl`Xuqw{?7bVXkkF9kS5buV1b{&sQbkbz0<~PiuG(f{B{lF+SJ#kdtVg(M0LJSOUxaux9|ArSid~hQmd(OytRG0?5GZ3e z%Ik#GHY~E5cx)?}wTKKQW5PSgSUPUdTj)9tn0KA)v&?a=6PIA}z;c2lffiXEUCc~P zJga=~{7mcq}DZ$niRcC&N@EYHA~9%B#Z< z(;qYPi1RKA95V7S5J^~b$n!smzd^g+Bn+l;tA^tO5Lm8 z&}P=pc1cTj zPh5~X;Sj9YNBqo0DOAIHixHf9o2a}KMw3yiItxYMEdIUYxrU6H{*X=OT<=7D5F9!l zFetRX4;!;nr&WpxQ7``*cAk+T#R4qReWuHMHd|R0j%T-Y6Vs{*Co$pHB^VBDWVCB5M&_yb5hl=ccn^)!D3ga zHW3g;B12*NuR0RE)tM%;j%V3%p;iP2M~9^dk14o&w-x6maz{6tOdTef_1H{)BNTbH z9j#T$TAVRp;u*Teh>9z${_J{ZcZ~S>;?wf%cMXC_Y0IRI0+SK*2Y8qXjf4#xSm1|A z+mY~ciTjoz;6^#J)omk(B$Hpp4KNhkjcX&uR6o1100hSxW-OA#j@3{H&1o1HZF$zg z7_00M|AK}jA2K;gKFCJ5PAhmg8md9Yv3TA9vcw zFjv05wq|_B`io35D*VWVn{fcj~}oR#Ox6e zTywn<+qjD0y~f0I+;NyS(=K!vcC7FDPws*UQXDPlA^nSxQU`+ZF({A+N$m743ELyh zCgQ7zymq4)>0dL6AivKS4O zdx~}>1MwG$W+B9&oDgUVb`)}O+!dpQEC9{qgc>HR9h0*_{}hERl*>eXL()E^|~vgu*Tat}X$CA=GD`ulKiKECahPz@>2) zXZGE7gHpYE?S(g9LNo=pPZv+SE()l2z)mrg0sK|I6G5bUl}NpO>(=Wyu19IbP%#;2 zs-b;^KPa~+NeVbDXab$WT%C#W^iQ{_%Ik3DZ{B&4l)u`YgCP@he)r82dtK=0q)FE)D;P* zQ6))PRZMRPExg4*{;5+_i99jTWV9X*+x8g(ByYxyA~TgtgNt)=XNvz+JIG)Urz$M) zsE0LtI2Uyhe5pm9Cx%u8gmb(cB)^fv7S^Q-s)RKH<6}_S7Fsy^5@%nT=1z~SGl2aI zL2d`cHWjRj=>SA0B5+uWwA&1{)y_aXj@zu02#(Hz0jT0h7vurbDS>#x#od0h12&-E zaN{av9<+4`Dm=0+(_aDUd+j!p=yy?VkU;ZK?4oLfsDX!7YsF|ny?6&sK+7$D{6T^2TyJUZNkKO(%k2?$QqddyC|+)Zzs;aAr1{}CKW&>eQy6NZnVgP zzz4M*(RFo&^=aZM1_Rwdn`qs1&n?+wU3Ht*0Nd0zwUqEj*jKIBiTk6D?G)RJK67BY zg&}0!8(G0YQ7FQXwt;v*nX(OlY(;TxGi{1j2?vvBe)C>kc1)(AHYXh10V5jkH-H`hydm_a%dX)|q#HoeWFNiEC25$E7B(t=_VSqmH$!gkJ0|)*!ok8 z$BO^AjW0cl@=qo0O*(3ojb|R!*ML76!$_+<`{>5203+#_N~=MAnh#lHhM;(c z@Tbz4MDu?@N#Gv|o#Vf)JZ3Kxm$C-Fmk%EWWpu^oJf{fgqK|?YmdzX??NG^ z;b?$TM}EasVfdu!ItMtsprvVY;NBkc;0p08RkQ~m453EDiGTulBJpk-;KDA13f}Be%oAlz_c>$vYoKwpK;0THUZt^&LMhF@(w2u1{ z?ztBNM@O&v%n&w1;w}+2U1b2VeHkit+DFK$HJy2ziEO%Dsj|c7G zZQaov9dh>VKJwKZIMwofm2Kq(fYHT4b|@fq2Hm3IXa10^Osb_wrG#TSh{qEq2Vox3 zs3n1%tm&%o1QEGsgiH9{{rGabUrv0^W#LvhHvaLzXpFM3cF8Yr=;OTt%An+`n#hNM zbj%ixmncv|>+o_nzmt`WvG@$!0UkV~wW3`UZ#(ATM+O!63T{kRPBd`Z?M0R!yFUUb z!@}2!(FPT;&X%kC?l=26J^RLU2H_yav_B>c)N+H+E^&j6Nd%A>00|BdyeiX$)^PVA zP%Tg}T&`pEHYh{p@!FCeMOwfJJ1AH*dl}W zZuClElv6Ge+A--$*bTecG-+vFf`Rm!sqs%P&PXDU1ucL}7-Uk9CDL<3SIEo8c;>BP z6jCYcI_cC2R5RtN7Lb&(8=j7hbOYUH4&?{UNd?eT8A)rGa?vEJmL%HXijkR7aESf( zQb2-A^)q)0{K@5BGL3{$x)BQVluYH6P91oe&(L|&b(l;7;!n)^(kNwnQEg5)&8iJO zlxZ%2o;uB1`+-ffg2OZ;V~j3VnP&a`u%@}#X)?{B^HWT-Gz!x^;~Qq+$VddxI2qMp z=`_c5>RXa06^@baCdhiZozv~5&<(Jdwa6_iDLJE0kv~q|Bf95V`#$^{kJUa6L;DFS z3d*%TB>tJ&XHoc=6q*WcC7-LEL&+z7N!YBd!eZ?!sPOSn!FCTTUYGm7pC}X$t^DQM zD`@^vUoPXZvR5U?c_L-OLv6%pn%uM(rX#4vQVDZgJFwB_tAQ~yKUO90P`Y~;nI zEIsN#(3-#dw*QPex1iv2v!kINRCAx#S!_uG93vs%I33gBDT4uPx!mySK)2IG1pDG}sZGncj+V%+6|m@i-f z@8@77vBhbe06)zwoQ*Pu3MO<5BAn0OVv@!h00oTzL7QMcZW^LrGbp{#-Tn3C;YnWw zpe?+hh!B!f4naBvMl>$b4jUl3!8pD1MEHI*TNCHdV1!)jGXYhz@ z`v~@agn>XW#X{`Bdc^R+CCO8cR#&o9%@V|EALJuB+$xGtA@EX6T$oo5nRibZ2Y3QP zQ)n~jZ#VEHGG^!jBgL3q1&xF=;v*}eR5@a~z?BEUI!Le+0%79N@vQQ??vPjE!nw|H z5`^KOu+|uNTEIy*1{|7139!UF7~FHhWwPOTFF5^1xvW`3+&Y%Mxr#8P7#PA}k@epE z*edGbIG0d~T=KSP09&^Ue3-*ggI_QlOW@GMplLRWr)YCbFR2!1LcF!zgs? zlI~dg&EUQgvh3glY!r4fRh4nO31NojMt`G+9Cw4ExYZH;fS?@wK|u!Z9j;4JR;e75 zcRR(`?_%+Z-V}Ubufn00%B37Ws-Vw|kIBwc;e+FCmp=jMMBD$_s07#CG=!eB#2+D^ zDuq$CVfFP0nyFx(=}IZddG-A}9l>u-7WE4QvjJ-JKpt`479rkl9#<288g?~V3^7FH z04w_4W7RC*g7-B;?gc4rj7R;t27ne;pU`2V1jim~DyWQgbg| zHRFB@!P7YCOIg%?1~T0H5=Heoj-i}#5h*=#Uqu9myTnDf2cm6Bl3~HeE#Xq0Ef7ks zfYzJv(x>S8@4ye9^8~#sxDb}e9%xb`O@fikKtEhE!=q6|3{guG3{Pi11fpI@!d}-z zn0f&th$h_pG)@!QmYjUhvA~832w*n$TVoE6H4BoVv*U5s#e44`U)5 zx-p2R6b!QD$V3=GE4X#&k3>YQV-(Rucr(q9BJOva1cQ}#R;odOoLz%pTFA}@2>1d9 zcspRjCBXc+IzJRT>G=mU(7V}V>DErz(1|gG9lPC%`?#IqDOxtnor=Wta--G89^u>Q zOIp$-@`Fq(N2Br8!#BI@<=dLqll_E=w8)ESDhom7>@z0rb;l%Q$r&i&Ay^5*kAa-Y zMKci0Z~Ko$iK z+k~kqrpZC4a~d*~BNxVkpan|aST)qh0FHgl^~|+kZ(^+Bij)XRa0wuVU`@aj&z)U0RW|v;81MDOCRkp!#uzviDD9dx99*1#QpKsr z-wZ3kp=7X%cYIqs zh|BHBiDESVjC%soF3Qqow3_21HWQI&C4J>4##~=33MjKy5$&k$oUD1g5XNurCz9iV zFjy~@+}lQKU?ok-WnmZK)dN=IpmU!~^01+;d$-5XO6SX=ht&YIgaaJsJ5KR_@dPP0 zOkRqab6ecp%su$~6sPUVPd4_@Q*;+MJ8hToHhqdN<7U&l6k^5`TAEkyUCgIGtmTl1 zdWw{<2S3HK3l=8&zIu(fk6# z@9}VOO>r&;Ja-!hx8aT93I#x9EBPhg=s;opMx#4!Uqf=dL1m8WB{uP~+_?UZ$ja}` zW$>i)#@V=c2R9Dw7=d|ZJhmzf{hx#{T31fa$v4?oNA%INjz-0d9V^*?T>Eo?l!r<-SSHUI)+$ol$j z+<+}PX!;?arR4Oi>W4TwzM8l%B)nn>!Gjs)B?|G1VChHeE^2Gn-1X7Mhd1HzM0!jn zOnSU;o@UZF;sZT5+S%sZPW&h!+QYw=yFb_72QL^un$B!f z?RWGfvIf_*r1=k(D0~?6?a70vvshbtnDZac=xjU?@0Itl4VLRa$^uh4;0LY!2#=n6 z%X}An@+U=ek|WoIQ@kUh+?lW;Daf*--HudkBU%b!Q%fBRF6tsaz~#2)ce0#+U}8s> znUz~+Y*eP#eSwUP${a!`4C^|A!o<75SYq5M7uJw0P{@KYgigbI-Y|iLUbKf~M=p$2 zI^%hw%h<}O^(gjb!eApf?u0mUV6B1Lh@~v{&!f_)o}AY*(-98tC6sC`5!4CV2O3in z@NoSxEt}?`L3ad#%zJQ8sFMVPhb#(7wEY=#$f9JeJPmzvH?eu7Ua?c3lMP4f%-F^Q zXZG!(6q|UNIQ6vIPk@Z~y+3O9c#}i@A9gVUtP|zWBOgPV6t#1zPm&x5Po%Jz2U$F_ zvT6cPJ(D0ta^NTsBCjYhkm~WlA$#(da|tt5NOSe&VIZsTUj+9^Vt8|mbD4NVC(u|U z_=n|mQ5r><5)f9Viz%EAFRGXW8D3<(qDiMl(G^LNpSk7fzeb8x!y1$Q5I zry+h!*Wk;hPO6*v2qpH+#_T=FU?Rw$m{jt6)H024WbGn*@T+=8uO0CWp334`23Kj` ziwsZh;%pt=W98gMWLhpdzl!HQ+io_|H9Q?~Wb)K9nHU6b=B7;oa;8t1#_Xi$%i1i0 zWpUDW2F;_^Ieto$I&zS)VDvDhepFIyCh{k(A4DUn%Mo-wk)@N5p5udD46G-8hk^j> zY3WlXZD~qO4#$hi96Bv%(XA60XWI|4H!G>CFSFibEG-> z7LehP-H!-!OLUq;BrZZ@IVwsr21$ifbQR8%q>gC|F+hK&#KRvcXBa<3VUiDS0XM)V zC0cbOkbeWw*2Aw+D#3L>m8S&fXDNc~zlE`v9O!Y9Q& zdd{r*0UbTiZ?p)f3%p{wI|qgT8YNH2fSR-j*--s*b>*7g9or?+Ns4e4@q_73vZ98S z;@Ty2L~{5NIu14I6=9&%gGbGTTm}}Mn z;J?yDrHR0c+|EUwVFS=2h=StUV-^00#ESB~sjTwiBHA6bzW(>!Prs)Byx++$vr{a(Jf?Gb>djC4%ML2~vx|SmFmL)rxQ9LOipi z3cE`(|ILe8i|Ljbl}0I00uE(cX=Aw+18^R7)-K<)&~bFYDPSZY(e%`Rgy)YhU85p` ztj3?oh}t=!WJtUd)PHSe;k~8!@%lit?YIW~w}4pbti&y5!_SQqxd_WJElWGdPEH5h zwruXWmft3oC&BcKu_;~0-joRo;J%h^e>i%-uiJoP*}~OXkcIfLSW7(l z@1C;;cxww8B3kMk%JC+ggR}6M@rlSA7Z?sMi^O=~H&Q0yIY+9Zgt2NO^E_u#^}$9V z=thkHv{lx0tFd4!xh@v2CMT`1Jlru%6|&G8CSUO~a8Nqyc(7|wujf$#$8Tz)Cm(aD zm*3+M@{%@jughI_{&n71tsU6BVRCQ0d!VA&ZLt|%>$L7z5^`<3&ei12RubPQ*|yZrWdSKbEl?l~xYCld`K z6t)JpqeQF4c@M}Fvq*0aQsrIuY7-Ca;`zi{EuBvj1iAmC_D?2MEWX^Z#}y4_gV2vL`P#B zCTL&Q;P)Th_=jvDd}EuU75$?}H~z>M*(PO0fBfji{}~lgoYbx8|9W)e|7FqR#K6lL zEByZ+-T1(dp-^Uc!UC|WAN;Y6$656QfMc0Pe?q=Us!{oh%$`#yhte6S5Wy%RDoV>I z76qOW@O!$r@S%*w@%coCMV+bKKLJL<$EY)9y`pr&f-khoLybfZ>Lwh6zjG6gFH&Fm z-PL!J34c%J0oPhrATzWUbFmg4T4Cx`WN1D26OTN??d2B!6ib(S!&o1=7kw$@WpxQz zpVeHglBNOKBe9F=VFKjnxY<5qe_^X*-UP&;@HzJIYzsSj72Z76E8NZ|-Sh08o0;qw z(m7QQZedQS%bvBMyHKPL$#&5h-s~gZB%c;b%9?wfF4A|-wz$IROQkKxuqsz-Y z%wpTx!7O`}P$8@KF2lc#gI7S)Zba!WTV5r z*AUnxe-tqfFbo^ygqm*?awi>f!~`h;P1ASku#7Z#35%+*Y1QBP&RLM7a(3}-_G|_% z>s-*Nb0CUTil;rol4Dco{4XpH=Bk-o4EORZ;r5t1wN~W`6bQSi(Kb93gG#jKgw$% zCbh^9T7yt+6x(A+1zgZ>xABr1UQ!<8ZF{DoMKZk>Qavsu zm4J#)oYo|&Vi&Lq6nr$g9cr=z6E!c2XyUwiO7kfV=`LYNX)}Q#Cyqo|G8u}prRdpD z#=S-g_f!8FGMqnA`veq`&m>hMVfxOSQtMN-CkwSA9Ie(kCP7#g^RUy)cedNN?Wa;tKG1?@Bt#W^%O6Bm`v9~VN6aGmQo4d%cx6O6A?zC zj<1*segrzb6EqDvkt~@zG>xSXJo1QB4i4hX?GA0Q}&UjM^ZSr?M5quOZCPnyX((B0LjBHVyAE77)Ogg$7& zh0s8L(BWMVKqnmNrxPAwsk=zJBN#tbK`OvTHqyK8ig1skXV`k)W#97H#`hjiSk}bF zncC<7rFVvJ!*EPX_kMZkURjJ6AC}~2G!d_Sz0w)Hj`zahQiB&7EAu*5Cds|g?_o(X zg&llZ$Qy@q&aBZHbUV0x&TBE+K#%U<*t~+6(?Nef`+B1{ZXog9%H`)SgURv8A~L#P zZ8zo7Gkm?c41U~{mAjU`eB5gxN$)~-v-@|jaRahI<#(3$U-BXZDw>Gc7vQ#}Id=re8Do5;O1f~{^ zy-Ybl2&u~A2<({3Nr0E=AVW@4CI#V(e{vlk&#&k2CAr1uc-`!x!Ju*M`J8$P@Pq>6 zdQsSXh%&&x67^)4dslRT3r4k5a(a$b)`X}n-3L;# zQ7qU?6EWdMJ^GNFL|d$n)jkCcAh%Lg4f=HLr`@*i8}0pazV6;HkEg6(EbdQ4i~EJn zsEI^9Sk`~<$8=fS7v73`WAkeE))>oM9z{KK<|VsKzcf5()7^jPh}YrG`~M z-S}v*in1wggk!zMoi`}F{wHh3Yh^-vokKOvekn{^~q>a zUF{!!9cC;y%m30=)zz=xz&kl8$fV?SYiZ^3^A~I_T{^{Ddgj8lmo{I2aS6&NliXuX z*_R)!si|w~{ko_eTg|YnTF>q6bOz^-2JP;hqx0wc=eKu;7h2nU$DMnl{qB3WtbVHY z^o+}@bp2pmeL7lK*Ls6~x67PrTw33>rS+|LV}NbR^6K+_9;l*Mx{d9|egpA2zKQNj zE0-^=a4oG|zP$RUMg5EDR;K?==67thlSKSn1oZu)o1GdZ**?Bf)XYj1voqqVDpky$ zq~}Qv&%%~du9!_?=iCl*jn^sK<9)FCe`Rd$K0N@%?BabWX4h`LY>Juv_M=VYhjJ6a z?9HZ`z4hjE-Q!FB=LX$N{kJZxUOKvW{M_A37Z2|Y&hH%#-|t(9TP=D2;g^=+hMZlq8u`Vj#!nJDp483xn3Uv3LFfFObLO1f+EH z`3#RWX4-r{9_v!N5U}s$zCt=oTOKI>(eii?4Ey)-@|bP^=(nD0_uuUF?>%>Tv43HE z`|#+^o!-SaFWl?DHR?a;{o`RQ4=#k<^1$9OWqF{KD$1Mm_R&KYpC zfv#uoQeIwOTwcNdXuo9VSC&>*m*8Js4F^Wy9H`pq;lQ=J+rL}g9^CIS&kxwYI>q`H z(vr=p+xJ%A59cDMM93`f^elCbWAUe0TW7C=slW`4v%Ch2Gg&;E2|kl7W_qp_Du6}g zUF-F^XIe|o>@Pj@t?ZeX*PhuhaLzM~<1X0t`4ba8U3r||;R&atMJ~@7>>G`4<9OI< zfcuY)`(MT(Cj3&a1lM+X0Nj)_0Xc*pwf7J34m@5Yd-%3A4D=SfGaC=FgVynMUO#&E%I4K8KaVx=TNWems>pB1 z`zym?zuA$$=$_qdH<2cC#QC_|Zgg>EpIyQJfQRXEuK4r*$Ps(Ti#T)c4?EZlZt%s| ztfGBnH-6#9i=al%M3*DUi6@fF?nLrp?i58s2dW4ZXf@uF)5yl~;AjbPS;IX!m&A2y zeE8Yn@&0zdyUxD9j0nbd6X?oc_q)NA1T&?34#H0mHM4#ervBMnP!SI)PZLs*oK*63 z6S5RZM)C5y1m?)KHtef-;BJ5?@zMoy`cq2)htMuPw2WDn@drOxQ)kL1tE~2Z+GS6R zk)4lD+-9BR;53wqj*m`0GM)WwC-yLyh{$P?)l#e-?@@0OYP#H0l4=*u)IeWd|A0Y2GzL%>KlN|jkmoGS7;sHiv zJPhGcA~$A?Y|_19jhCX`leVH1IQP8n@VVflSRYL`|Fc)1!7yU!eY@Lll0Dv6i~V#6 zJ%GKQw=CY}8AGxxWd-Jz<*h3>uKfa*<*8l6Kt3%NP!BQzcvqW72!HG8pf z&_QT1_Ix^lvTwFKyL+?`w3?X%0`7E%075@pIMs9IhQR1>*rpj!9UU&UdrL@kg1d^N z;S$V?PP08+lD_MkZNzgAs|R}r4{huJL9E^q&0WlolE~rr?OGPDct5S>QzCTITE-lS zd#pXpHHJcUrk$wePdz@FH83(>`MSul@}G>39GSairvqKPi{<|ZAJ%Z=>rlS&%mh6F zFh1>Vd3b)0ak&7Vz9v-gKIDNs4`d04+Cw$Brx?%jLVdfw+Zf|oPNP@nrG&jTdPSQfob9{%?8>dlDj#Ow@S0d4ioG1iQG9GhUSsXK}XAP zGzOq7k}b~MxHDSIUiBGP;L^c8AkZS|03FAbl#)Zw7xE&CyzSwe$D`s*t!1zD@ti=m z-5=wklia19c zrTsBHAv$k@tV|I;`KfYB6TaDfbAJU@bSQgKt`p};)QiC=M&8pFcB&rT-(7IHv9hpl zxLkyLPbALd9D*JmsL|O+x)^}o8F#zPp`%LxnWj)F2NG%9CO#YyKw{CAfNUJ)L4vkb z_@COnRwd~Q6g+1nYzndHLQ*o~yQ8BPnXtn@Ue`2ffM|Xm5_n;N#JwU7_kr=3R{YeT(a+|Pm9gN0L%770-3>c4B z*x5ox_NoR;Cv*LcU2cUaf)zJ)IfxAIjiy8Wo2qiC=AFaAeOMD-A0 zL7A6cF3my8$+tx`#s4Ni!l1d`ENh}Y?l&D~RnS)`dPW&`iHa^=3HsaWFzW}t;TI6b zDvSqcNr5Xq$fqIbC~|%Y?X&#`(w1;z>Vf=_WIuOunM2mLU!@;;-yPj z1$P=QVlrAsOD#@n12eRJTp2B{%){GtB)|Nb)ibSQEk2s4J)1(ET(?jCH5KTRNKv=G zQhg4tvGwKZc`&JJqIK1L$W&xJq?Yuuc}RWQtv06>-QV#Q`o|6N2XlA@jwR!!9<0W~ zc790lNanYI!R@MPc`0%9{@uGG&fMIbtf`xd8V)|-m=(Cn9vu0$zdZah`3y{Pklewo zK;$3KyCZH@_Zw^3wYSFVM``xkJ2b;^SR#FyMzMWzm2{>P&tO2$Dw!fo{rE_t9geFw z>fLGJt@AbGkhu52D+1QCFov&DWAc(V)d^hF_i)08b`*t3Sc6moA_;NJ_*ie8qlj+5)-jH# zJI&$Q>KTL;AZn(XtzKNoDikHx$;j*p4zz zE@?+P?gjJ!^y&DBQUj!m84~cM#hhRkdjh&+$*pk|ttVi8|0^+Bi1LRUYH@u9Rim(e z!b11U$Me6;7na7eI#*mI>4G={(|<2qywYf{kJLV+(OjW`=`JQRESNdI+1o|V&fe%A z`1t#l^6nLWxwnvAYaR0J=v8Fxh497Rd-41{*!e15HBd`s2_SJ3PK5`ZKHSCh3mjq( z|2o3KxZOh_a>}oa_WQ#F-10(=O$uZ9mBG-ymEdS%)Ij4O7)DpJPoF<_6NI5 zWbBno7nW8otRfonxr>(-h2_=duP&q6+SOODe{Hq8Tz&DiuOKke>jahKY!QOQD*=^l zF#bI%2*+ny_e?WDove9p;wqR~Kfqc5nov--@!RV2{H=-K@C#x+&+|`FR8VE5?1p#3 zy?mW>3u9JI_C&RU67`g-1)Dfu(Cq4kv~oKToFvH^84I1FGeOPBpl86t&_bTFbiAij zH+}%Lc1wJkmJ%npgh!5Rr(9E602ik6ZGy7mMV4;oSR|$fsERW|e<`$DeLj|UaAcOr z(n2e+?h+U`ZrXw(BN=I0ogL(Sg1DeRmg)iAx_Fa%+#kcI&6G7vjkK%I&H`Yrff#Da z3$yE33rNfXf9E~l0ko{JYLXuO2K7KyEhwFe!2{K{?s4^}G}&5(CME+qg(}uMGSdiK zex!*7b*ptO6;wUTR6262p@77{(jQlK>t0;XKsBLB+>2}Z%}d~&qquuEBMzZMul5NH zR|QyvD)*cUNZ2sy6bcYX_rEC$A@ss~&=2oTPz*m>`}Cv}-_J5N-AuR2%C^m%YPjEM zB9DE27x9$5x&NXa{cgzT1*(NFR)u+9VvU9D71a|jVPk!5i1Q)j$Kwew8JyaYWIQ~8 z72J^v1k@b4Yk0#(YWWn(keg)&{ugZJ3!F$kg&#};bfu)ECj??viyao7c zx8){7&~BaD`?-_U-efW6)ZRgVI7Boy*64Xtdta+&*Q(jg@BhbAuwc%oSK6ZyTu_&g z)$ROc=YitFG8fe1Jq!SfrE@u9P)K0r^vrGid9MP$0JKdQT@#nsY4lB5c2qaz7iyaq zs#t&`tWTq7E<+^+jPOsYal&itY&xgkol@I8y{74}Dde?Ghrz?wFyDLXx-~hoj_FwR zL2H>9dMs=v$WX6#Ips9hY=T@ZGy~Jdz5Ougm|>~d!ck?(_&i9(6SYmQEgifv^fbrb z4~4e5Xu2k(9aTvgo9K{{t_i^?dq7de6e&r?5AG`d19M&f3P<37TGdRqO=0(nuO$t~ z(5(8B9O@rC?<4d=CMmTdd*R0(End0A9Hf0njAQ00yqJdhGmRt?idNghK^Nf_jRr51 zE*%V8OS{efuzt8ZJXoUrHoB{}8GrMP#q@Osh>UuTN$#^- zgGLLHYI4$feSGiUvHDCjcGl&@MhekQfIvV#^3>y|;6DATm(N2r{Q0Vu(DZu&zr#}0 z8VlJU{^FlkfRUqIOhl&1R>T(m@E89=rj<7FB679~>kxT_@AkV;Ug5y+^{W|9Fb@uR zl)&SI)l1MB*|nvHGYvGh`=XT%=0$>Fmy1;TK{pG09s#!`@B*`YP2t6U?=JmAqypaD zsi3Tif5V!XN+q}Axu|kao0PofI2^u_pfEh4HSe?1SL6i(2`)fJ-u1IU28lX7 zG`~~HGYxVxa6LPlAc+QPE&sOq*>oyHHN-^-Jlr{i1rH+{@2|Xyuu7RUDS;=?J?|G+ z2(c5~Jp&Ace(_)g?=NiN32X?)du{AUl}dM^ z>r6Gy6<#l^?@M0m;a=we$6~ntePpkZpv<3iWC;JnQfas9z#g4CM&e-fsR;KxAV(Ll zXo95%{Z30fF1Dr~CAAceX|2{sM;VqT)NPeJf#QE)Gp^0OvFtzTz61H=r^Ai-%cYJu0%q}Z| z=sK3WsgLkvDZT=REPXOjFrCq}A;e{$vn3G9c{BHLcY(a6)SHdQ>|SvX#KxP!@h8Mx zlJrV;nPXBJQ81Vk)`K;VbMHt@*>fobjnE_(Vt9V_>~Oc)kqqc)6bXrS=`{L)j^%BJ z^*O|kF;aC7UvLz?KF4KYx7yeXDatNhxrtom7FCL)KD;%7>+C!MsIvxRSBXrRXz8%P zF05+|CgQ@L3AC}|irS>XI=+d9Fj-titBSbi$Br{aFMBj>nFCGZ%=jg)7E^hGjPgs= zvA+x_P^3rP0mpN@iZDa*Y+ZQLFU-1N0BIy%=!w8s2WpUB(V59K!M;QExu!B{$UqMLu632soOQbD> z3fYPaWWr;<8U-mM6-_1oG_NVjtQI}Wb#vZ=6?2-BSCK5L@NvcweD9fjty1}EO@6BO zWi&z1UZV6>^XuPgS8B_s{batjh&`)vzIF*!K9jG46=5%q%G*Sj<&n~-^0m?jjNYhy z6QG{RRkG)ZKEgsd^C?u=JDQaSs5u!^6rM~MRGL7Jy`yoNZ&FUggr|?M)4kJ0^HRIIM+eoA#cT+^-#GyOWOpxc{YK}~h z^D8SbLC&vS783+HN~rjk9X*}G1c4obH+0Jl5j+M~VQH1GQUzP&dStzoQ0olIBl|u>xEQ)(Yq}!8QS4h$Z~j%Ndo}@)_dYo!n4< z(6@nONZVgU_6OlrPu;Mr{PYgsU!Aih>HQgDP)PLO3^Wj509-h;9ZT}#^`Rr@iazNZc zw!Y*aAhHnpWR0{G;mRDNYnljK)+}eeG8?#r*P@j}NWsRexZ?Z9VVw`8HQD}Ie9lG+eHar#-3&LL(PA8E=7 zd-%t*(^{M|K@oNFc%ZeoZK{KCIlqCU!t}CDxq46n38RWBM=3*jL%dRmr@=(1_b19O zNM{=ax<8|!eRR-;r39kiL4e}!kgq9K=Ira-!gajS#fLRXYyPBqIh9JfV;m69akdg_ zV_5_6Z0fl0g54mK)EJvZWR_71o0%1RM`Yuqz&=?;2d;)^k)aO;2)3%6y)L#N1Bc;r zTl-G$J3TBg3RL_Tuc%hBeBh3W`cgcR0c;;Hg@$o+2<6*5uiPFYo;mQ%p3rSqKR zKpXgpqhYy?=;pZF9_B_;dA0HVzk0Vl{~bhDcUlK{#|a^67$Jrj4KhL=S2tunWSk3m z+;Yg3uX9?syO_@~{;ddRiM}s(gS3+Oz4i@J5o_YE%XP~!M+D@J(}bf~K8*udUP`k( zl_C;x6B85>hm+bNgywz>>Q!8y7{jyBfyO8IK!oNIv=oBvi1I7Osla{dBy=Ud~- z>hkghtg@G@i?u5L7E8xB62Tl>H13uLRS?PZK!aZlQCLM{?wrvZYFC(P31LDT?Iv!m z@l@u@!9mxZznp&#c1~pdTwLY>%*9n4%MhOjY5hd@lG4f@*^rQ4L3JZ`ddf7r$kjCq z@*&tnt_NcCpzNXiWA;s?NZ`J{Vu8&RbRyRe@i82kP}>S(#q`mWOdq6Ez%BmBG7!M7 z$LJ5dUykm*T6ZW}e%xdAIU@~n-|#bsd8z>5B~tE8n!Et-^7VGx6#!TARi$s3)>X#S zIhmdeSsZXY;@-N0P&`5-kIMl=aOIT(jDkB%-YcGAT+?koDic)KXE6JkjBO*y+z{?# z)Eris>G)7B#U@8r;S2WMZs9N>e>9cQ2qT;qqjx@-M;xCF7XMKuaU(Vo!@NX6Vr2SN zQ)Xbsjty6_=mNSQL(@Tnc~@Ag;wKF!t>2vKsMP_?iUwmiXZ_X~?jh1dof~!@A>xbN zC$66#LYvWz-N|9G7r)}!-7$eIFe;-bn692e@j+7YaK(WIJ54%BvPRLV%Y!{hn&}kD zYg3Lq55-!{^5&wGywTv_w?|GgPY{w`oXdyEjQC-)eHW6Gw`dS#*lBjqOqOtDwFr^q zXe_eleq;-)Tqw7NPcVg@NOAv)CCoO7A*`y-Bukj@B$HkD52~&HNZs{^k&2}4a%{m4 zu}3-|gup1NGL3r(qTGt6FU31hxRY~4Jfvik{EvZf-U)c4%@>n+C{lwthB2$jtwW5) zXet8!QLFpOcvs0Au20C5+fOA`g2HPi>!;-)@KZ@8n+dD&Q;e$nURooyva{N=sPR|~ z!z}E_r6ja1TGvapRkZ!AZyQ_I+zSke=W1)H_VKt{e3bZANvo3d6}abJ6R`7$`~#p>eAdQylA->NQ3s3MOI zSr32XPTM!tw7wq9W%%cN{k!6&L{>2Pm6#KTSHxY)(Tp#v?;;2WxGgI2m{?E(DH->; zsL{u2ldJK4?Fey6BaL-TE$)kIaN~X&BOX_tU%kjn=FgwU2M*$anB4JuhpDlBJocux zklJ$?_@Z(=uEu|d(?}63vF2VnO_L39X+K4$ht*Ynh$kmV1w;$#ecIj&K{HeHX0)+? z`4Obku?}50SZdvh{fhKek|7e=rFcup_eY_r6~>IyC@*UD4|zV2FEpf35Tsgx_T_$yuuNfitp2j#--_0Hp|*FmfYCey`Z>WexYESfup}D7Cv& zkowxGa1u(+h!5+Q;4*Aa8#HEdM)2c<0&ts9xBr7U(auPc1($(UO?Pk4yk3JYIz+7D zWXH#uChzhh{u`3(o0hs6)@-uU;}GZ**Z8|U49+7`SjiI(fs+H=TVlR@f(xPC;ci|q z6^?p?*xSW}M zwph=Y*)*UhYv-s!6{>kvjm0@AMSX3#b^+DCm_nJLv|XyLqwdG@b*;lHOGWW2!3i2r z4wammRfLKrC!s|Rs!UrdC{cTT++~0g_4{8?CF*6cu-*K?Vn_T`8+n|NC%C`ByBk-K z250aUyz0`ui;&#cp)OT%*B>7mtwy`EkU@d^I{tiV+`)s)-~aXY5O*o6*-O>z8%zeZ z$xw<#rrE)rkZxm;MT*oJ)sqTJ8&m46T*_`-yLJsJlhL*($`))Y98*cw4rDNf%B2l? zKZMx>va7G%kUTrfmzS=;@$GLfvVE11s?RU4T)1?8^#R6a$>{{INsjt`B)@W(o;ByZ zyFo&_zQ#yh=l02;PQ<5fSv(7(Do)mqrl>~ZxtyXLB{&ttX})zTH0kUXeZ%eGA_Jje z;44C5lCLl_yL*h0VK^L1PH`ZC9lx0z*%y=;*YQ@97XX@t9?-Qr@`&8y(h7rcd+f|% zUNZ!6Mcr_;7y{#Cxr*8=8Lfl7n5d|9|RYSys~!bQb}m@{>%Ls@sUuGfJ;y)I;k zkTWPm&JhuMhVA=q%TJg@{TF26py0cTr)Am*JLYUK^vqp0g=<}Z31SbCdqpY59K>3; zkSk_uQkp+fFvIEF4ixCpF@jlGHY3ZkD!D#ZtBbBKH@OHKXZ4(3Dy2F|EAca9K9tk1 zAlr}g3@7S443P;2k|$nJTRrMcCfA5iEm$^HgjNhI^ON;iPLCe6Abu$hVj=I~T2|2J z#UhGvfEg6oIz_8$V&CTV(}9`S&$(oY%Y;M4I#>&{niDm0j_C+uT?V8%JZXnX#8tqv zPVDfT$Q_CMi($qs?ojk(xx+oz7o5ro@#Dij;T1wUQ6v$OcPEm_`IpHC^0&q+YyS@{G8OPdD!Q@(c_5)&H*GM?opG-Fgku5uHKTxS>gKgfLW0(s1q=Coa0;LcP;qKCwpv#=-fD43q zt;x3vRGc93L%T3)-@l)I!&taCarOM(vvJ>Y3tHclCBv&-Co$bWaP1 z+w%jaY~L9c1Q^1>fN>TKpJl->K(Y@8?8Dg~4*p;mh7V^zu+I;i{l$hq`1gy5%#6%` z{;R5IhFq@1){5Qp&&bHg$jHdZ$jC?`2H^5s%6bUu+|aW}ce!t0A zF-rtq0G^JnkMRex1*cnz>@mNv!{#vWo+jOHF=kiDE%Y@hVLBa>P`gG28d%93A_elC zYXO~cW($DbCU<0b0`vF}*Mv!wfTZ;-9_#bF%?r6hnwk%%*7?=aD7t9|O3!Tef~{ai zHf@6ywS%0c7sDYRZ1Rg(!8JDLmLCW9IL<$|4PW3{Q{SptE_QCY8AEv7kfChRXY7nJIj46$a0OCB-5WHTLnXlZ(73Z0o^_1u;@8eB2Y6ST%h_iVHg_SyDvBA25T4 zhBJIt;}RIInB?Ltc;hVPaCJovBcEH0kF1ItN39$s9vqX%W7C)xp%n>tn$K1%$cm@l zzOKU0Slo|+ng*<2UxWVDXrjQ2fS3Kqv?6q=yFdfZjXPh-0CGmzvLMKlWKbfC_*3C% z((bUZTrX{q7A?)iww@!v+g=f3VL7EA!X=$S0`3KyNKvZ62u)B1Wv;YYkUX+Bf*~>flFi z`mOKNR}>KYW_3^P@^{50E{?v;?cg&CI5OfI2hy4I=)2}U5`>vG8Ek8(TG?3GzD4C7 zH|`uz{=7B&R<|#8`^V-Awn&o~`%@>)`OegDh93N;G>lXl?RU)P^v&P?&@Vjv5PyF3 zX7|UBXB4KR^&kH%gyqft2l|iV2>atXkPo8#;opDgq5flf8Lv3ELu{@*y#UxfUeX*%Y*BI%nrg{a5CJ zdbWO(&+Pp;#?xlZc=L_l;wX0&Bo$@R5i)+S_pbrVr!tUy`(d5f>c0WNCo{mfIS87` zV8{LM0XEauFsoXfc2;ZJ|1H$|WW5D0!Up%(`+pm7pJ|6n`q66qoBh9w8jof*EErdq z@caG0hjJ(9KJZn?{15tn0+9E46vpJ&q@*G^O=kaZ{r?k4&NT(chob~uHhS^TuKe7? zs2<~ZE42Kt0wN(Q#e74oNnIy!2DBE!wZX!?+xRe7UQph`N|ekSUKB4kssLOhhyYn$ z{s3GP4t#EzUMN|tR~7;pcb8Elz*Uj3BEqOH8K`=4iEG9kX@F5P?&uB<8xVK&o4?qM zJCcYOXN2J~%+A*d?*g}984e}K6JC;dt+6!NlL{MM6|F~>;()Xtzlke=|!Sy^jt)I_DW?Gto;gY|(Sfb&Xw*Q*M z$)j1;Ts_(0VtO($vvp2o<@0m zc%}7$;@hQfFVR;g&+)nG45VYOc*QW0&(~n+no&<->7QfO(Q)c_EhBC9_(WKvS%RmV zqvQOzj{B|ceSSvQ;t+05vrN1i<_Nvh!*gWFR;mxnn`3T<1DROS{`9^g-#qq2Y|#I( zTL{eYZ{v856i0HQ=H$-i9Xy>gmuk_LZA3#_SL?9P&QXS?A?spWrh zP{`9gstL+ixZ6?XR2Cc-Q1Q2O`Vi-{+V6bc#izwtVc~H`Y#;rJ1oFZO<3{p6xnc$N zvd(@bFT8-ZE&>vKo?D(_&9s2>_sjjlxyGyJym`F;$vGPW$@2MWx!+ea8x_S@`j?s; zhClox?8@H961~6Y*J>Ktb4f#a-n+1*ux5>riV-K)8jQI7*?^J8j=vviI!`_Q?9ue_ z+3TbIXAkbqZcg?eIn_CP8t+5l3Dx}@7duC@-7oTkJ{Cp#EhI{Ux{-#dnaBab=a*mk z&ZYIvtHashAOHLNqe4i%#UPi1rVhV;(SKmPH-JQYy2w~^nzI^4c`F_JfMn3s2?r02!Q^m+&*Uv6YLmqU${*qDx#WlhY?$9cIK9~V5P0rlLB z8}Z^oc}F3;!hjp0=RfZfnTYxj=RZ_^8QgwzFx`^OZChblaZ3@d|BzAq5flU+@eTuo zuz+qx<(dN=pcEM2;*B2gCrD$_Zy~LPYHM7Th zo|YgMo|`CPJom_ZU^nZDGyK$#YZQUBD9f7A8;`|=C9%VRZ7fV|7Ee9@lrt{%-~lmC z5H4igbojj^YDSk5(&SG=7Gxt08_*14TYcI~wvCpQwN-)7% zvZHNO_pZB`nlLNl%v-#XQbB4D9Y}@+W(A@G%w8A!I-dwe&;tkxh!I@vhvJDW&Xb_8 zWIi;Us9nY9Of}Y#tH;F=_;|uWN<1dq0PiJl&#;q`M%<8>A&ms)zJhSvS_pj3B7%^O z&6Dsba|8)L@;(63h?a2goM?yK4k)+NL;a(4ta=*{vl(}S#w6m()`*qIlW@KX5?n={ zZ*wZPGb=Hc(P?R#uL7gOB5N-qk{l& zgnLRA0LXG6coW#xAuU_A_fp1^j5XUG$cPdASpNyy$sQsqeY3fr>aW&7gxv}jkT3JWW1^e*90M#Sa@>)YGy`djq;- zK@v0wqlt&dmO_E?(Rd2bne)iJ@yNHYc3zm^$!R!vCY{${jola_zwTf>zQWn-cE26}gxO7)f zd5Oj6gf~pXTEgGbcA{7>p)PS9FR!xvl{}pzdZX1@_2`6g0aLKWSCad5D}+Cw3wAA+ z+T4Z!vL^Sf_Y!!$m zA|#l*EokKE&6kZE-eRk# z1{X=Z zxX(Id3~3acrzE3h8>HAyhI74t7Og*4Yuz^O?-Ph7uBK<=g188tZs78fc9d#sS`$Bg zq6Th(g3^~??mu7U53q){$q>HSp8)bB6@=E6a|96oL%qXr5-c1vz%+SL1cg;es8;ly z0KgKw1JoRr(U~#FZP5rNJGi6AkdIzI$uZ;z$92fE>0bu7PX~w#gU12?JJ<=Y_aX4= zrk=OyE08?LR|H7>w1@QzZaRM+SG+9F_r!zU}U7gpdl`XJMb<4hJ&~&RDp_d)D|)gi@uR3Bng91mCw_bhdJitra_(- z5Mx%|H6zY`f8BHMHg0;tyHX5uIcRXF?A?wwCwQ)JWzZt2rw@w~LH|u&yV>6$Ss~$= z=dP4x*o2h0+hUM50#SBG8dR`_(bTy;3(r~}Q?Pl&PY*qu?2{e*iLeSUMF+Pag3?sk zbMxEBzN^y(@TWV%>GIUXTBE~X@Wp)$jPLzz5{YW0Ceg8>)VL#y-%R9a>Vs<-sZ7G$js8M!89MmkZ~bhadiAc{I}t z$aPy3E_hn(J$JTiOgMqXe4qaKHp&`Ca=iT!6_2nm3$lZ{YPj4(lwH=){fF8Ww>ZRI zgwZY!{cen5B_U+4X`AQWXp6;bM%SGv6i?75L+ycw?orP9BSSGbnoSVDhphph2=K29YDLQu3#hKDgZzz%#{N$7AWt!YOR&<|e-jsX>fvb>L zTHSwI664-@?3lVS&qaO40%Mn&gZamWzz^s#HvGwfzDQ_#1p6o#HCMhUqQN zq$lY=`4qQ#G(3Ufgqg}yUba(pe|<8$>D0YIt=?nSpqN**k!Ca#eez}Rwy7EZ!~cl2 z&3xV%0?ZAi8ePiQv`|CFUId{GiMQ~|E$rXubs@eD8(Hq)^W`j{163g`lOPSMv6OD@ zevjNmwCJXyJALbxZlPrZ&VFIc@$IXfb3URoG@;U3x52Qp))rjIwHhj0;@sACO;*3e zjsrX_rg|rVAZz3wb&x)Wz@W ziO158r9SjZ^W3&#b>ltCY14YLmb~AcTs|cXDP%=@6mbbyN$3L3C$1rZ3%Rrnh_L0JB%94p=> zq^wK)4R^eJjICw;4 zS-159aI9gs>s%ylKF{SLOV<>f2YR0l7lV(6g)fY4*4xXgEpD{-V&&mrguKV!VY@FL z9!?IsE8pI~wa<4(rB9suF*lM@{B)T)7i?40%y};PW-j*=QXsyBGv_brzp~vy9HRut z+%X-dq<5Q{+7xW?T+d%*3+*`XoSWvODP+~YVnbP`kVeO>FqZ&}1(blE5JHM~u{~d? zDY;veZdIIpMx~*5JrzUCEr^T)D7{+?=n65489m(9fF{|WlD51@;X+}E*%TYJ)dDu+ z#ZqX@AVr1q-n<1$akZ89AOXW)PSNU+5dGX#w=;z79PVAj(SnQaWfEc;AsMc6JHB?0 zE(OvOe@p<}lT*?y4e#)$rmPXSnO$L(yJZ^AQDt-K>;cvyZ1e%}A5NSEkM8{i%oT;K zzO+~QG@XWyPzg$3WYoDd#tS6xg&|(R{{G!vx^qO8k>8vdjB-Q>U00)TlQOh< zEuWLIsxuqo?3ALdv%x=JS%^$7mY&@^SeL>K4O(uCA44o%xFd~-gv5csH3Ieu5*PI= zwlcC?z1AtaK;ilnWj-tti&s}l0)NDzRWL!mLBU~5{W&KAVI7wC-FJ)%5Zu#390?~W zaV3@pTV^`@0%;^$j#z^~VcBW2#-wKxSBapA z6}sjRc_0}Mm=q>uH%QVNRd>EX_{mjM-_yMb&MF{kZgaGvAMwQ5%07~sc`L0@$f2)@ zic8XOu7xx^z`0e%hpy7L({|DfCyFhWCK?VV2VJd@i-N@30gOH_sgjDDd*lG@`-MQXFRuw)?(+LQhPnLL-hER(mf;JQArbCjnLjVuIC19F$dpsstw6PKF(ZPq9 z6FQnTl&V)h&G7Njx!?y1_*)`_g^GEeSPX`>)g&Q>{I<7(;R@PWLVphs>N6;Al@mpYbP%ET#t`IYl@yUE$ZkZUF-2 z5qd^QS8D4CekJw3wY7b7xP8kKxmi|KiUE>;Okk4Cx3M?xwP!78_2s)s1#$0a?efV%`FgE4oAAa9dLKoB%43ex4=s}ZGg-UN zSfp$~2TO5vSixR7ne8;S42pu#1gJpI~xl=Q`WA%vgo*;AtrLy_}&4mYsV54 zS++WTKh@ZM(e|Z0w+vm4W_2dS;j5El@Q5qD@CjEHeR}cAOH@$?gYxydDHb{*W{;w9 z)+)uqqLTGBPz**e!CGv><^cVR5#;=}PGu^P0{+NGuf40S24_UC6bPdxhoc*#eT1Uo z&1A`W6oHh60%&mDHX+MwbZ_I#jP}sN$(iOP1_fidxrs-5@fLWTp^7RkyHTc{EDKAb zHVXW5z7;3u5i!ifiogF1y!}f}evURs&}YvnDndlt6al0tga@S$R7(dV#Z*EX@J+UN ze2s$5{z@Y8)ZbETfZ=Pn2osfcWU&gjO|me-ntTqeK|b%LwMKJpWH&)I=0R8bi(I(; zCsJw4#O95`SQm9N^(E&4UU@~bWw9!paDI<9XX!#C6jA4@JK^T*&*(1e9@h4#LDa7| zZ+%ZfKVsFo$n71Cy8fljND;7I2xq@ z7FV4sFOIX)4!thmxL9(4N$VU-`GYeKIh)%ZPjI+#TO%bT26Shq$1xPQ76O_kNBcWn ze8W~|I>J@o+fbLEmF21Dd|HZBSrhEg&Jq{}6>%-ZdA@=FKdngoD8Jc4yx7wa%&zdK}bob2!y|#;^pENKdP0xs8q@^RuMs?Yl zW92{{Tx$>9&W{PsaNO3eMeY&N=Jw2am;>kX-%E@-m#GF#(c1IENNhfzmZ4cT z2qsg+T6`&lGo)PG#HP*Kg zsOP;xp$pwZ7~3r&XKMHI46zV88_mYU?h2w+^YssOl3jyifjTCRX*UqvEK~fsdAvK>%xU)!nH`wAW8+Kk$ja+BE3XDysZ99e(th>-7>~?+sQ*#q zpX#>5OJsS>b@S#MQtM-q|LZgDwNkHh}6KhX;Q<{RIkV0}QqTCiq$*aYi#{{UE@ ztYZbZWmgl}!~PEed%6|25i(#M{R{oSjC!A4z8=Q!`x@S482)PiZvjKg0D{WcGS^zG z^KZzbvCp)&>fplQ*8GD;S%Zj}Dh{y$p??NYfALM(yEjkwTX#87@i_vOVKK$^N&$8ax)`8G^c~F{F{`|vNzQW4w zlOzxs9hFw|s}Em!ZGO$*(~Ut#R`d0TuY8v^&$JR8YnFZe)rYT4ST#9qvULkQisW+t z6dVKA@b@0R@;j{E&Z*!ER*vaWiBK`cB$6B^q#=%ej%#{sblhl@TRukloT+Yq_;DS|B=P=+}rXn+97Um9sTeN)y z4$Jl8_H~s8+#K^`o*9IiC$l={H#JX@qUJptTBzGDAt-F0X~nt**!x(8Q2V|X!^N#H zVBiu9#9VIV6PS-T-rHnH#da-~HqhgPQcVSn48b4Co;{ilb_PQ}c=Y=p(AVbu6B#caA0P}9vEPI7-7=A_OUuPa zkFE-y4*cB%ycQH*I{Lc2C8TBR9lm?CKe&qx`0n6vy>qG8LHVWYJ4bkt=%zk^gl{k7 z!BTnr=;}>4?at!pVh=G6gB_k!#QRo9$P{~{Gw9sBdmTG}bt37}$Ds4b;Sg65;B1Gv z7sv%7X>5Ye6C z;SF^DF5K4Zo!b+1{qy!XlDIoB$iqknd?o4p7xC`>`3ql?calDPKkpyfqURf?GJ`9US2fVZ~Q>C@dV z5C`HMrMQdPvuj55%c~Th^pPXfA}bUv*a&wmW|KN?;Z3%H5`-UG(3+(`W;)^gXb-7V zfrwFvK$(coI3oxpW5F%loMMgG7AiS^w;ehNRd@8PiCtWL3c~@%;YMe{BT3sF(sWt* zfiR(k0qmh>Qg%l`80g{v$Rf*d%yOX;Nk%TR2vo~2ba6eMGBr!{hnUd4&FyWbc?6Am z_>)%_cHlpds5nv5xeq?GQ9legO*r8rOx4M}=piOwY0fHhFOM;K)ZZQAWo?`nBZFf@ zx5(MX1~d%M_cm5uT<$?8kKGa8$Pk$xWzv-}4U0|4O!2I4^H?A#bvvctyolx)6}W}1 z;!nh@`fSmZM11Ah4GS9wHTd{Wc)H2+E{+V=r0{$bI<>LAmZ$xRS_Xa4Bs=X-N{NJ% zYvK*ff_&pDl6V8jXUHEWp4?o%ieOjuXWo^EbP?)|Wbcxge0cbdc)=;?X(t{ScrlNx zuXeA^bv91=;qk$E0Qtzp&b~tUDwn-QP#qJPuNV0#EAQ#~V?wl0R_yumMA5js2rt`!4hbamZqPU=zpuP329Eq?l%X2{O{f#t|4LM6>}xYEoxk&b{DDL zYgF0ORO=;e1#$HVcB+~n#;SH4{@gYq{Sxp_xGZwu-6xy;2xsH`!m{_`_KHmQ%UB0aqU~$2sm>T*|%kxd`(9uC`PdN4F z;@;X4>&tMTljod2-bRVNfAj%?s#5@G#1>puquJJ$;rx96A}DyKinHNXdP9i*iX6&5 z(N@I{9tHG;{>!cX1NN|387-IlQ$T;L1+jJSvjh?!csnED6Ip720axb}ebr%H>0oIi zsTG0m9DtVOFCZ7Nl^&g{>jo~JCo`800x1!MFdp{8AMozHu&Umj7p)9NaOck9-~a(u z!`paJeawXAmf~m1$Du=AhA)m_QJQf9W0O9T(GJ}&;tyMYBzV!pje=75B2%aa=-wlb zTpf*X57s-c;&tg>=at|q%1%f+FF7ZVgtA^84yF^_D}k>?yJasq)Bkk#D&Ex|P9OP| z%a<>AzIHhHK3;-?ALseWK7wAS)6Rr{?;RXz%m;8>Ms|tucmzv&dnk^WFZA#X_5|j3 z=Np54bab+Ac+5c)9=XDuyMw!oN83LLpR%{G#M`5zkiTzrRrZ6=}0_L6RrDfaRVkhY=`VH~dDA5ruQ)QRX9I zm?N|EYqOzG)9um0-5#RW5j4c$JKO`5Xh02XKQv=FcuPZgW3-*9*)imu?@26s1WOA& zAcN}zR@MGsA6N8fDI_8_{+l_l#$l9kuhDRfVp z$J9(?!x+u#xGagGn>`i~hyZ!TjxRhJ5FjeA1&FNy!=udi|I?Glf3gFMN^R<}`ePI> z$unMzT^EHTK$s4Ex<1TrOd$2!PQ$3Ne%MH)?E22Lmk^82AUX;7(nS0e$>Cu8Cc^Iw zvpS3$=p{P`NcL_(`G$M@njpsYMZD9%rH2L8BsIPW+pX2T;b7loQ$)C;H9iQi168>m zd(faiXmz|g%clc!uB;ZN>_y9Xq}Gej+B$X<#*LoHb`kWuw7_QS z2@h?*EPp$9okw#CSBZJ^qJvb->QKO#NCl3J7v2;xe^CTbp)Mw2PXN9F5pF>kvsEcQ zQN3W>Bwuv@oTZOT>NU=j&}CO8H5^fmkQp5(2cz4A!x65CRPYoKV4}Pi(xi%N38y8p zQsWj!1yunNQ3Le2liB|^AYmM+h*1Oz;t~=1kTvq1~sAxQlc(BuZ0bP8FkBzK} z;Uyx3;Mw6Z&ZSztGl~)1Q*W2ABs*4qH_94x#Jg<-+B~b>5lO>^#eg{c4&7|_ThZh_ zXRW-Op*|wIc?*7>=7K&1xu*S<(05~Qi!Ys610K);bUN7J+g|Z zh76Tpy+-RN5r;nL3e9CFt{HsChKpN*BRAAuR7S8kcEcr)m!W9G$fauzPG?j)qCe+y zaLmCT7M2449Md4T46+W^DG^+!B@s}R18?RMMNn^H4YXA%_QxqVWv5eaVJt#jKOAAT zEV>6AK{z&faXGaEQvo-Z)4$#MUE*S`r4~khZ?+{##~Sv3Yyw7!dvU@x1Cdc=4sb{! zv-vo>=g*1&3A_2SUnBLB@3qi{rips#J~C<7U|jHW?+%yc=c3_;{NnzpNRxqk4W zk{S^ehP|OQl(?h`><*9D<8J=Ta4^I|^){HaJsgd@Qt7m&(ZfQ3e7KQB897Y2dJPCe zsHN3nJ#-CK?CM?=!nMsv!9^7cpw6!wHy9Es+g#-`nd!>dBqr#Jn$;_`KXkj1I3v$|8dS8>%Ff1`*?}3d^L+#avC`<{T z=o=!iDl?)r8Csf<#n5ZDbzOEM)AMnUpMNR_KJbzAkaEwl58wDeWfqZk84u>qv=EAkaA|@-q zXgimgRp^Y!?9^Zgb29u=adX7msMe*Fp-R=;na;>{fmlyYV3X!fr?J@2rEF>*~k|E+@fb|a%899xX3us zqzy2~Vc2F;O%@-p#{|M1X^_z^xX1=r0AeJ`*db2=;AxW07Ou&T5q2p=;nZkz*fDWm?Y=Z-yavGd0gDsVi6F_5Aso&$}!sl_0|NBW%zuaTths zGhFzuc_x*Te1?T#d@I-JO|L#27iXOgaUAYvaX#VNe7<2OU`oELjenZ7@%9*x zkajMO$5+J35KgIaVB2+nn?)Ipv7VPSV+b4AkC7TY;g$1P&A|mDEh_jBY64Y`%Qg%q zp&<=DB?q@5)K=Do&;Zwm5W-}JQe1SB`k5ZVPt&c@zU&!3+@Bg@3jOr@=ZrOC#dL9II906X{G-KM)JYxUOxB|oJG9IpyJ1Zwdn5pBkrBB& zu}!6DXGV_n5HNF_Q5cM~!JujAN%QO7qh1Wv4p29G*u(7a`0tTts)WLSHCCn95>S;# zw)8IBRV;_s>G+#j7bHNY_jSbLed};%cqko^XqoJrt4_}ACY+n3#E%NoAp;88b-~Y# z2=LrLp`uce1C@Y`Jvy?xqnU-jM2XIz1Y>q)ZKxtt-lfE!yi0_dR~N;knSi1gH;tD4Eb!{6haliKt9bNg88ZcvcPi z<^Cq1KkAW1kE(%O>+hCSdB>YU-R$26)aepY`v%AA9ru3|^)jwN{4Cjrgoys7{=W!_ zCp_i=5xswg>|gHx9zai3L32l(Rrovo{|XhJu2%4*8~8uy|IYwlt%5hVB39{7u6%@P zCEn|5S)}SGwB(7}GE~UMl}|o=L*n_{!r7Bhj^WxSN0D1SA4@9$hHTxQ2hXPYx8;r3eK}j~HN=k{-Y+j#(-=dqR^XE^;r*~mdTEiicZ1TsK##ojiZGj#E3FJRgW^35TX$KgHYo?das5W z{}e|1T9B*{_H7O9{WgMD86&&RKYZM+tTxjad>vwXho-kHpn-V-bbD`#uvQOvqF7!b zd3%C*W$Vw*aCpFfE55DF~AigvdVNDcek0)a)Z zKs)b@5Ce_`p&EYWjU&c3<8s-SI%+H+$;{q^*^I}td|T3)Q_zUu+0hto=C$7RU<_ku zwYRz!4{LTtyL|d&1(`^9cX43Kw8!x_UST-<$R~ZGaYbWqnFy3fgtc2MIAIWCc!-`8 z6LBM_@EIheMccTCD>bY$h+Ezps_R8BD-pMOwq)?pjt(JB=oum|z^E$>vT!8142MYJ_TC8G^1K2w#s^=GGCz24i^xIVGh{5#t{A zPE)w)wkFr#2$^121mpDCl{2LH%u4Uz);J`XG#{Qo#JmHclWtk;2I23yk0uk9Z5{dR zJc`L!)XiO`fyUlW@9_r6s6J)0=1@lyQ;fc3qcT`Dvj=T_3Wt`|a-6Ldw}en;*o!Da z$d80sHejL}nB9%%D%?B!uuSsP(uBY%=r)6H>nU`n2RkJHC!>7idysOjL7c=I4w$w$ zMP=-uut!43(A>(x&84@fMH6oqedITEKOVut?Gg5hb2h2K-uA%}%8n35==|6RlL?RB z-JxSh;*c^AaNmXSZLrESskoa>po8QP@M4u_KoAMGx+x9u)ba%Q-XJQ;QzoVb%Bm4TQtpnZtEi4ezjmU?!ZidNL3DYf*m24qc!;4h9)^vr! zy=$8!=o(TJ>w3^E2Ibdquo$T1Z*pRf+#(Lk)9g6TVuqIh!06BUBRux|D-9utO*B;< zYv9ensOba)RYOJ8$^`+zAinKEr@cK+y3`M z{U@-i{B&4k-O^s{ar;mAyMTPM2AP&B!+Kg$7k{D#E7TZRPp+b_)xfG#)T+JEzXnP^ zQmJNJ_YMJM8(am#w&?_I0(wqIP`ZdE0BIWoZrYaGkzwbylI`3^``frM1Ai|vb-gwe zrVbCWaeLl2Zt(gK)N2Q)JQB|9J<$QuJ={ceC2ZH=JmvFINNhVB?N5%T$gl;mq3MsO zkUJqi7u5yM0QPq#cl0QLZvMRqrVZ36NRVaW5xV%pzGJD)SIE+VTop)$rB^C>V=mh> zrAkh7rc?rt8DbHg||SojbUXYImSyrQ}{q z;*&zp$%O`yz>37{(31Wv+cjmG*+JwFR`>ZG=F9nWKU#)5K`mGO=23vA83Pj8Xub79 zsB-|Xvn1{iW2_>b!j`XF=oZ!XN9YHuEAZ*2!k`+n;ar#pDGST!&a25 zCS`-8*#yD*P%&Jf#k=a9|q zAog}!+v5?hwdFk*S+!R%Q7He+IGzPps*Im(W9DW_Xuy54IU-im2Gu_;;ufut*rinS zC?lXuv&#F58b@ytdzuIdD{Rt)xR)`tvSkoi)|k^kM3@eOWm$@%3brzPSXSvyDHN9KhkWsle}69B&8c7oxpT}|ML zJM4}SSBPsN28^h}aJ5CanMZ$b&4yyXQ%Z}7-)1->Wa(Dt8D(9X^^83~$LpYJD5z%Y zL5D#co#M*HFmN^@qmK{1742XW>;PDgNMxy?@Ri-hG%aj|1oN}-Ae{yWhqxfVJwwaj zk*izXEF{@!$=wJAcNMAV;i@_u0`ru{C&LYx2O#QaYQZ>nKo!FSdEI*FO zsPk-jO-lW1D-hqzz7FFR%^kwg4A-u2IJJ6Fo4rUkkcW?CdHhBq?;@lDvsYyveJvQ) znjcS2W3 z$ReY;h2dZ?fsqUJB2vvDU({S^FJB^5n%mZS7v(FkLEDL0D-E%mJSs+BZ`0b~5%&~< zbx|b%-zLiBu7iK(owbpq-D+1VYLh5fIN1-=)YXi$Y}4Nl2^}-n-Ze>9D#=`fZGy(I zP19(L_dyQIN%Zsm_d}B3%MucfZrcR;VE;qD06nsTNBbWM1^Jx$s6=o4EXD7QKl~%S z#`ClMAk#rU-uz+Sj{i5&-~8dxBC&?xciIJC^94cn|JE-&^ibsl(mpMhZYXVxpJ%QU zyr_wjDoY6M=T3m@MzCJ^lqQ>qmaiq*lmw|wldC4^L2Mh-O*5*x^&>5Kp$gq}7w-Ncy|SrJp9=9a6RfC!i7 z`G{yDq}l?6-xU<4tLwTej8oN|)4-i(>u3Nx<&^dPxFktP5MU`;NK(h;xK}?0a@>L@ zdp*3yiVPpXe~~QSb2&eHp#*yr#DF6$R^*{+IS?teR7|6kG~qq1k#*EH(sHJ7IOH&f zLK%%HsZsDv4qB7Iu$F*@?2_O*sKdqJeMvT%6cfH~6}SpUJCos*9^%#rKuUKbzmSRo zIS2`Wk$oO*pm4p(7wO}**oUH>P*Hk{C{c858d+LYP2Jy%Z_rtI`=A8B7%G>B1%kmMs$wAq>9o)%T|E~2MA*}6=d2EeZ8^)a` z8xzsqy$h$lN~CNhH4}vlh;?R{l%g+THfI@o9XKw)MV}Xv8DNjOvC690uxn`N#;UZ4 ze@mG9*7nhC103naf9aqY$(wj@_)u66zatDu@^2RoMg)=)E5b}AV_Mk>Y}Su(YXVkv z)*buWP>`{0bkJ*-_#M>Z0E>bTvP;|OP zf`De_zD}Td)bk-}VzJQ{dMKE39`ZzO6>+wSJh}Hs|HH5}o~nW-#jh_r^*fSdio$9dhMMYq^qgHe~K-Q4rbDi0%I(tYI5VLMZ?=~|=8SdUR< zyJJRN=|v2frc8@ozS$vS>PNNQx?rOV$N%K$Kp?q1%O4dREgm+c38_{So0dh(y~A;C zJ%S59&KA-8;$bQDkbHw8vZre!tZr+(W`hk6IPbw0q;cC3VlG;?I-)BQ`N7poiRovjfx}8%&juzLTi-ZgVMhE1>avaMVX$X_3E6Dr)&(c>p0RT|(JAZD(c?QdB}7L)gLa=FDrV&dQ1{~(k#x4bVGJKGQUKZcSI zN=XtC+ueS$|0xuHL<;kfH-IN(#ZbKY{`Z;w8C3mqtZEzJpXV3Z0P9z%%SN;KR&5R6 zbK(A+hN2aD5&KLSI} zv2MBHUM7q(o@H>>OAm?@L+r}jcACt z9}EdXMVOMBu+24^xtKuJ*%>uxa7M=uzFlEfmGMsFy7d6656`!2Kqu>JK%VQAJcyAq z-mL-c&E+cel%Ppk90=ufg=(FDY{?_;`7unh3ZdN$+Utlnd6y#zjP@SHa7Snh#;!ETAi zyYwuV?3mp>fEZ&FrHZGr2TCk;e8N~@zs*DAZnYe~pz+agdh#H&l0NL`Wuu;rA&#Wo zKyk3DM1V-5!!)c6S+$0d?U2`{AU>Z2OOuaZ246Qhv!Q4UNNYtMx)#`X8J3XmjQ=QwI!<~*lY-6L+w`HC8?M}qxox}pNRp~qHs{d2 zs{o67*aaTOJdIod7w*9~lj-RU8Vom1`t{z?)axP4jru-I%p zG{g6#LclR+SUlTXW=yT6n86wNTtg<56tAS2qD=C$Gt!;3uq2m9_IF$SHn{(BW5|aQ zNhhU9LweU-b?M(R5TxSG?OB-zts#!R@nm~*bnGro6A?mGW##~#EC`YOIHeLI*LA6? z4s%4o7o_BCftd)|%#fxE+o2~7>0+{JWh9qPg&+Nl_S)u*Z%l2SUeQd^3349eK|u?w zs0bT?C}aX9y>7ygL?9BOl#O0mGy?Soa<9_lABc0};Cev8$|=Ja-X&48ARMl4;ika&;n&M=X3Q_p^QCHM7iVcVxeAq519+HTW@Xxie zp{k_;y@3|paINyKtAGS znT%?FoGW|+us{F_TAzJsuwkGFQ{qLh2G07H>{jf?~PFgVt8Rq4i5RyE7+NnBkA^2 z@j(#$z#|BC;6I>tCNrQ|M}G3x*Pg|{`MfO7gWSB+NgzEcDb;y9LIM-yFKih3sCaUF zHc*M*wlU!B)L4eHdAANlLp0P!<1xh~br zH&SUmCJmuw(;=S0+8)Z=Al=npogCqG7%_3U^oIMr?h%#FudgO-zrOl(fqQ_fFfd6F zA%3Uc=A#cgRF9$V8H;FbX@(;^2W)0$F-+JYQL4}~) z@s@>1V5PneJ(DE4LZFzn_NOd~#9J7-c;iLfB(W-7QCZ96JOm=zI#vCgTUMkA6Ouby z@j*RpHbf!ZQrN7?+BsF_ZV??!(=&Nrx&XIZ!a!5J5refs1(CG`1FJy)-MPMKxF> zoJ`=b!E6h$LT+iS9Wh3f#&Oo*Irne>!-pS!h(AAiv-{%@h!@ozQvC4mBSP-|{l{=* z@KG((F^+!UH{TGD$K_o6!wLeTgI#0APxYSxhEGKdO<#`zuFB!_#}v>+e8_#g>_ZLc zLjUVL{V0HF#u~skBpFf#;D!NQ>+b-=dliEPFmG=984P}pMrBJ5p zx=#i6u631Qtx!l z%ml5VHJ3sl(Fj@&4u2{L>enN4Jn61!1)V!^0x`{#$r#jDkQ%>(N(sq}(gKUm4>$QA zdcqAE{bg(>$$#vcT&wMdX<%j==b9F<`_9%*2skRSd7Dj2LV}rltcXa)Tt*#NK>PfA z#CuHB1?d>K(*ym2d*Vt!!sN%0ul5Yi=XJzc~tvdyjqkSt}eg*DE zjFE!_hTW;S(&g@=?)ll89bASpGVEJG=*B)aGVJ8W-tHndLoSJWk1_v-W5~nd?&w&{ zWU?q-1 zvjDDryfkc&t{>h-e8k?~WFNNnZ$GW6Au;(oS7Uj)ON5irmoL3``D>S6dExSU=Nm{z z4L{v}=SuI(oo`%v?ORuW?Zxk2?W5$%;Bb4i|K-k=Z(qIKzjXE6-@WwB_0H7+f{4Fdp*UK-y_#!f^!M=r$kB=eKqLHAn&egl{ob4fo>~^nn{_`+md!5fhALAeA zzHs5}`Ey^yw+rXaebJtUpBvH}g2YbyY$VEqP!uB77)16GoE2$>l-M<2(W&kjsph_U zP;pmG@g|^WK!`XS9>N)oi_7SD+*$-Ox-VUg7kkW~670M7p`x)8?Tyxb02W4W;Oig>WP{}P))`(>7>%iMDMZ^Y zF@`Ym&S*#8o^qz&ihQfmS)r%NLPdE3{z-*8^L$a2qMUQu^iph7%r&05k_yB2Cp@aj z#ZJCe$!llW&JOn-#0Awy$xAWf?UE)H>YVaLRZ?M=SMNn^!S5&#M`v zr>H2OwO*s&Dxu4CS|AtpSn-AK%D*ZU%l9NVO0WOeS|{(KRw?_(B?m%6=Q3UtR$XWZ z1Bd_@W$(@gY7&68t=N1c#}@{1-c68@^duX2XZus_D;Az&=R<@`@ZDM1Xa$nDq+cj9 zKT!NGJ(x1lqNwNQS>JdK?-VzNnwxM0%f$txcVlogo$l=>2LMSt)!Bw+bpvOuNM#1U zp=bh_T5*kxcnNK`^`?|=p1X!VppVAnO`f0;ia+T|=ms5pQg{g}EG%J3N)io9(^8bc zp*Su{DZ7{uhrcdZw|x`SLViv$@@RiLW=bj~O-r4aMh=lnp|M*^bQ)h_ur?qSyo}2% zSS;WIRzL5rOLs*+a1?AgwR`7NI1QEuvg_)BCSC0^!RIRVi> zD5n+WiTS$*dz;T)Ln@}g>f{2H`7pSi;J|$c2hztm>DxOA*5SMWJ=uWO0Gy<^&gOax z4Us#iJBNeoS(okW_D=YUhD7IiMwFA^#7Vj+B+Gv|g_DtG^B0MleP$MKT|YkcnB1nB((tt93 zRkXHvt0+oo(ptf3?7E^2kf39x)0^Fdd7-CJu#;lDp={Q<_dq+@}U#YOS z+Xc^xy52C{(;^D0m6UPZCN*{#L6E>+Atz(1{DWgGmn?k*r4DTb zE*fw<7(UoWn)y@qcMduCYUp{Tgh7l=pUhCpu(&tW=U}OATi&K3^na~{od1KM)t zqXvSz;2)Ozu!(Lz?_*V7^?$`Y2Nydj$d0O+aU$DTHL;2|F8BrP&b`1Y{4um#*LQK` zL{~IkHG=K9(v>4teBWI8!MTgQ3%fsB>CtyFm~{_yhcDOYMBRi2%qusk*=B2`N&y#=6HxL4@gRMK?gol+3*+RrTj)(EW317ukdp>huCR5t3 z3z`AX#xJ_MYNF4z?lr|~$fhN%F!!z`1RvW{&z!Qw|&;%`+AWDxi}%I6--T{TH$7VnrKC6!M%HljTy zjJDidVW@0_z_|)qLj*aqkJ+bqVz1rsl7w&IN@kf` z48eAYNuOzCk#z%!EfTltou-tyPS3b;LmkWLEg{t0tJuGpp?r;|zqJ2b-R=o1<&jM2cl9_zSKOoglnKk%=$LOl8dz6CE3{ zbD3?T=}q0&hkw9cgg^V4O!%zfY=|{<2Ff`+J)xT=;n%L}vairk3B@?tgfY%()m@W| za%!CW$!{dIRFYwl5fvr-)eN~9h7P$JiVKjtN|he!RR&WKj;06JPkl=4zI()}>By5L zOlzI9=Pg#|B~t)ptjuHm=Ma(diC7H7nwCpEb+NFP&-Gsh*y9Z_S?Ueua(@7rk3^WX zni#-#e+qynBS3P8xIMJN9`*kMU_TmR{ifVN{$l@M0LY^mh)9!_|4aSfX_U)YTlw$y z|1Qcu6zk`qI=|olk5KxHq0~ZkJ}6&*VHezlxnPL?)BZmI=zIAQDT)q9!;qNxzv=&v zD0rWrsaEA5%cI2a^Ha%6{-pm;QRh)#q9SPJ|40A-3c*5=wwr&m$_9LHVPKO?fiF%uMTTTXw3+ zXR67Y8|kD%1du#hzijZ11`n+xEZ2WsbVnDRb<9a+b}#m7Ez-kBn! zkVxa@u29j70Ju11wg&7ugyO)<%y=O@TtbkJASts9;?-D*rMii?NF>`}Fa^00--1|< zW|o@G3?>(1lgtB+>xqOkC{=H)i}aCI(xHkgvDolPSC9-Vt~2sga|xF512Ft?p9tU~ zcAA9St)`TO52u|mGANNvODpr@CUZWG$d+^Ez!iGcR-^Eb-fR3a2~; z#m#JYwp~iQSlW}@w4kSxLj+Oi=7xC^astg_Lv_h>mlv`JikSb!UTHnyFUz*$5ZK}@ zouE!` zX@%F3=K{o(SY?l-y66MoF5c~Bvu#Ca5Q&wVb>#TWZOr0Wq4RRvxmJcpP2@rBT3I-T z-U>iy^PJwJin#ZNgZ=sCd=YC)S1{D~k#jJjQrXJ-=bW;@pxM*Bh-p;_ZIT?}b^0|~bR)H86bxJB? zE9g^>JtP+J;&|~|^Nm-j75GTjA3iS5ffTDees&d8KlR}e2 zj7C00AB{N}S65^3y_kW%PTt%+pR=SmiOLygkKCarmXjz{4L=( zz0b?vIC7AI=lUJDf-p(9b|oKVu$>y3jdb%zu4#b_(Tea2DLGCEx`pWiNZo4d2aKfu zfPoe*`4t`C^nm(kKbMFtEIX(vz-ODlbkG^1bLyEBdGYw583+-D-f#U2;K6a(xb&mm zIEq5!@Pbtv2T0MlG#D4~-ofOcdm)KQQ3@|D&egk!q$d{=nDGSPRKG-g2}CgkJD}c9 zEcNX$wIoN3KQ@d}_eHzH>9H*Y>D^#BbyuLzDyh$2P+21uF?J*hM-(?+dz~I2Tn6yW zZOK~D{FEh!6?zybp^&CCv$mtEY(SmkFtEZ`I_Gs1@Q>6y4uD9VG9ulQH|<+4XiQ>toei{I3qQlM8CHwtgWrdSf!(xftT_G zTHe)FBe)!7X1-mz>Yb~qf>=T>pjqN%t>_`DE&e>vnOV%ATW8*}vl0u=(i3xQcZ#)N z{1Q~LIBE1RBzgCRHy8Z=CFMpH&%!|Na@pR-j2%rgh43>~3ow16-pRm4`!Li%v^{MS zy*1#7#0!Yofn0%_@c~ZLsu;NcQj2QBSh1ExjkYV9w3Ip&`X{F2{Sm20Z*Ca@MpBY7 zBpe+^cCm3bEh)UPVhRm@Wa{Td#&|4B&g=|*%32Id2OJYzcCv=W^0KDC+HBe#49QWI z{JR^P<|Zz;&e(pv?KmQ0mU2l{Vj?vrms#z!*kF)-KGEi8KlD6=_zQ$v41u1a=msZl zZSmdv8{+qsb@44ZB$WjlJRN)CCmqI5=ro$CSZLGSU@-=pfdjFfCJWQbt-=sOIkT;S z$V)kzWxx^JOV~D51Zsvy93L-vGFF&-agc~E8zJycNZiW4c8e+OSV#<(P#p7CMueZj z&ko)ffDy{q7K-5_MC*Jy-{hg3RcBOTs^EWFUx;*oUWRV?&Nmbyf&CAtk-7_Z#H2}ki~ySgvpaK*qB_z>9HQh5_If9gEdvNlOT5KOgOtks~lMHVb< zW&w2-nTWl~NB~E9tI)x>oY@@ACX{NxMoMuzrmUOcuCu6yC|7n^Hi94nxX@!Dc!46< zVGfS<3{x1M@LNFRmO6mSS9J$6nJ3oG93?;IYXI@NS`m>g7a3PdSo%Jk^Eo3etiV(8 zT(m)@4j8W3o~`fr+8FNin05Ie*7paqSf|BPm}>vj)CAE>SL1D_#)1+) z(K0E<7HYb*xEv8N2laDgF26$>>&E6geQ}fyMLCVWWw$U2L^M0=OAlEf9GibipXqaF<7xnNPvdKN3of_hI~%26!pOT8a|+Lzjl=c+9AP^ViYOy z=_o9RuRbDdg+Fn0GwGVQP-lIO)$hNXIjXiE=Gtd=n_I6k#@9DoEQDe`{sgR;xERgJj@|NuqRS?EvRX!rgfmi0VlE=_J z-v2bHnhy`Hy|rcdpXzr2|H*dz7KQf<0{4^)!}yNf21krV$(qmfzXYV8ZUL4qx>fnt`@e@OZKDy490UG4{r?HT-4^@-I9fzj>z`ct z;KQi)c)glQ#VG-jJZf!#2ozjMCt#K*55UXG3jj|v^ngG4h@;YcIS0VJ*@faI^}%wG z2(f#Up_q$Y2@Sj@qz+xaPyT8*Dlvoq69KD=3NDb=zI+kuXN)Q6g<|v$b&8T(ZP6FCPt!H zg*e^KL&JHYhVue&0%buPdr2fA3V`(5`iE_hZ2!RuERMne@xF8(B7p z_*INwaAUH64{Y2x^?e*KbyV&Ptc)Y((xR*tsv>n94+|IZGVGAyNH4jd#oXstolQbl zWj1lt9y~!dA#=KH^tgRMi<0;T?B$JDg*mepBcSr73a~d;_OL_ zr9q$Sp8@ofEzq_I8tmEr=K=evI;_kS1N>tD&$j~#4-N2Z{ciy9!wrnlcY$Krq*g$% zt(wCNl+Gm-<%?MaphcW%Z%6xy@&!V`O<(?u&wg`1*LcP!hq;LwxD$tM-*;9P-M`cM z9PZz}WOrR9-!>w@Wi!EBb8hRXo5N7!UT*9$FdT2%+NCA$v&v^Dr3E$!^zI^!JuIqR?y^W2M7{Y$D6zvePlVPvIbalrx@>MrW;dwpol#&C|b`R~> z?(`iC$uD8?_CS~0l%bK$Z2^Aw0^UmJ>{lh(2`t4$QaSH79RxC$Roq&W3DtRhgq$jR zZ)navP+pU8!jeXCSLMze0)`8$xdeu5d7Oi39%Zi(ynZ!Z zZWPg3=H{KWqMLlXe8j1o?|n~e@RZxr2ZxVr`XZsW$z&1_%oZPUnTSUpC}|UpnN-wib)Fa1D{&51KGEz`>oc^C@f- z-o7-x#o)49h|Q@EK*Mb@DZCa9KH^yC?Hm@Bwap0z#*PbXBg1~$=zzYq(IJ$PUmGFU zRCA29@nVn!AqEQMfhRy+NHE?(z<1uf@9|RA>-giFlbvA~nsVsQ?}$c#_uOOVi*xnU0`)9L6sZebkYnUv%sW&@NQNhd~J zm^LWyR-}ch3N+8LOPsJ}bg&VkB`4qn?j8>1{p}rbyLER*e0EQIj*~V#-MWP^y*2#g zEDMxkkss#HFrtQ}dNQj;c=yG36znJ^F&v8;jzc1^;OmIz0bezWRyGe^L& z=a(q=3{lJHr(IVA2K!tFv&m}i$l0C7D47;-r~9w@-JtjeJ<&u14Q^ z1zK3tQ+cVl($hGy35*PThwBW1G)#nCdC1_oHCIvF<&5MIBR2bim`kNLTVd{UWJ?hc zv@Jy_3L#gOr3fchcn6#EWox@5Jv8j*3rXfc@wft<0Pe(~Q=P9JjmA5&I&fjZ^oNR; zhY0euBF;Xp55OV|(!5pc-d3#k)k@9)Wd#&sUuD~?Zbe;U0lSywCk!}$bEcr{OD=wq zV^Wn?x0u}|qN(bMIw*7)3M$|tTq0&}fHT?LyoDQw#Zc#yH;54%$R+typ#uCg52SEy z5z@+oI*HCS)3j*+lxG?L)=fi1Be`7~b!eV&NSRsW=J1ej_-^AF61+O3$tX4VUk5hB zXm_Mfw`2^K%!E#b1*TU|&Z?@2HD-J%pk@i*yDlPH|D)$U!VNn@EVdb(!C+6;J0jS- z9mX;{wP8`v`^+zx)yrj}GQwSK6b=q2J4{XJ>e>OrW?moH@x!e((m(b1Y*FBPhM743 zUQr~mq1?fJxB9O%%2(DABps`}<+P~iN_6)d>x6yu;=4>#DDyVTXU=0Si+DKK=mo)gd+zsr!e=g#HBv_>! z#tW1iXTs~WDJJ+l>!E5q6x|@=@MDW|PEgzW3~It;tgO#=Rg3osY=NdGPb+h1lE3A= zIEyitsU;0pg3MV6X~?PcVK@Odx+6L!?PHeM!?`&GL( z#}e0wP)IEZPAx{;JdY&0VAO@HPD8uDGE7%Qr5lCe$*TMTpIB2`mz9Z@Vd{KyrPgX$ zHxjtS*C$-nPIXRaN+aMae&-|XCx+bJt)i$iC?IxxmmbgI`va#iT?zsf#mqKM(7XzS zMJPe&P7S(t)ROKO-$o8A{D zHR{OMZmrG<*FUCaTY3Q$;G~V0(d=25on9|csbZhc334#w#v*j>Od_gw<(|>3gnHe6 zLModG+Ucs(^pjeVGd?(GN6D4-y*YHtEy$(EY`G8g($spU_`Ng=aM zpq8VtUB$K=Go&M%J`Flf&Z|XqWE#+!A8j|Vut3Br&M0YKvvOzB@NtxPi7MBuiV7*p z!NP$m*R1MQ;7qbAm1|Z-mD)9{>|#d_A488C*RdR2^XAmk{bvx#wA$iD1AOL1H{w_O zS5fJy_DcT7)pz^<9Dvu_fs1{#wQ;@w+o+b^E6Y0)92*Azul4^J@Mqea3GmS-wTk~m z|NlY7PqbDv#y&+biRqd*2nd_XZr3=HDQfAs3wLIgfrQJCkaMU*=`u_L*ok-p_@#vc zunT2@(PAqHcX@ZOc4wy-BEc4rMn`!ft zaK42hV4~UNeCi}OWad(=-Vm3Q{VlyMV;Wg30jytXub8x{Z4&D-V^R?zV!gr6PIu{i z>Y+L8&op={t`OMzUcf%VJw7Iul9;7SCS1SJlD)%F%dcwAbvA6JjjZeV&Vx2k7bCpN zSgkIi9ebEb=0v&QXs&oeD!Er`_p2)5Td`*3s_;9+YJu+g0a{t|bO{8zhX^j3Cj616 z!wW#(alNV^SJzj!Q`Y&_5y(8b1Hh!1PHoqV%W_>uCMoJBnVp^U$! z9O+TzLGhMM?GdibtnISBI~bR>9qsv}k|Lvf$ES493@TH3*hj-79j8+oUFswhQY#TA z6_5<|D#r}ei+0q?K^_&+i5#oFRf((Tu01@*j1;7)$X@a1+s?C3aE|3V zRX&}UMz^`meZalC-`?m5ZmbG#5mAIelsEsppPADTqkz-#v^Cm)Anz5NT;+Rps8c2! z_Nqk01dPSo1{4W__xe(TRPjip2EU%{d4q_sreJ{>pEZagHn_%fa+Jh8-?1bUUZJwo z#;jJ!pq+OAk(`JWBbIl#{zyUdt%HcFmDkfcs%AIh%9e9_;gbg>ftJ5hDOpsIMuA>{3fs*Wf}<&DDQVW4RJ|T zo-}iRH%;HHGxslI^YX`&?strM&AqLaF(rh1JwVxN2|LP~eJcg)MC~sWD$}(Y^-1Ff zgVprygAKj$J0iFDgB*J|h$|@qKjY4%s1d&dzRXR3U%{eqbKOH0d)t2Cb{9gC7wqdf z%WT<0r)pu#Ck=vB6~>E`&b8on0hPzip>`J}Y|hD)4my-A8w*SS%ewxjsntShV#K={ z`3o;BS;W(G2#Ijt@502VYBycviITw2@EhYRb(aW>jG4oOLX+0uzJULaIErvcDdqC@ zZbtsbfL(k#Tr-D4;O@#2_f;v0_Zw21&6UiE#nQN0X}%_E0}BM|==r(L0UXT)DLGRY1VnAL=JV3o0(0VC1J!9clc?8UdVXHSS~KwVeF%hPTKM)TH(>#^oyAUm zp#MQsVJh`GRZ@VL)%tM%(Zvnr;jfSNKZPn!%x%a5HGf_}ixhj!z}HUy3&2>U$!m#s z{Zjvz0sHYX4y%_Z|G(7#8lWC;K>1+U7y7>rnDY&o?G%|*-GUqEexv`Js9q!pWZ&Y0 zmlt_pO?|p8Y9)uT0 z)9uO8A(A4v>QafB^W=|8ysn$Zm<578TlsqzK~IV{WvJQWM=~6b`+}mWmP7T(zaBuN2ZzJm(XsVL{)Ux{ zhsLK+N_!$1T9$u%01Zphm*Jsew|~HMb~r@-hV9{Wx>0(s#Ui58g*ELH#o>YIEsVop z501AxqaFJjKvIDg$3Yb4Y-yNUN~0L*kqn2hH}UR7rt*L^55++ch>>An2|WfZ%`HL! z%aCj!YZ!zoj9?VhrZH8kn@v_C(J0a3j?6}R57cc-Xtwg$)%I%XDtQBSajXKw;9nqA zcW04OiYYz*fi>-0jt(wEO$H#2wDr?gfJ`l*B-L; z^S8)=q_UbTo#8$44X-NkU}4aAOI0=@+sM1TTvg$L)Re#0JExKWmMX#h8=RWmyeFci zW}rA{_*{y$o|4OIMsA`u8{RM@cwDZ-!|Y5Lz@*8^WTg5-Kg=P7A;Xmk{P)6o=Wzc9 zwCwPP6GaAVLb_Ou?>;It;L^tNdILf+C5WBT?k<2fuOk~J5}5F*WjV@~R4BleWK?C% z+S?r=rJqoQ`a;(RX^TC!eL~hfd3PRdBo%9zkZLT%t59hk)!@@J7v!Q-`IZE2EMf+#ZgZ z;0Q0t++j{BVJS~lQE@E>UV=RZ8ghg0Jt(btA(<81-_Oftu55n$`(^u)zuP)+sLol; zSvA9#^$z`-{2`@z4cEw!iLT&zi=Q}vJBNB9HG(t}V;rj_D0P8r zV!lwwpDHb29qvH0ZH}CBLqA{@?cW%7A-b;TsZsVmQ5X6TlxZ}Y#pFcnfa@l-CHj{& z>R)Z#h7PEVQ8CG|8Wep#%d8+_nD|?JtWaq^Npxc?<(M9Q`E)prJ z%laRiT-Y366?09sHX}_yu7-y*4v27h`BqA<@VPM8YFRv=3iT)HYdHl8&WMB1gDZZ7 zhciB(1Iksnxo$`XLtD*7ho-?g7);ZC^6F?0Z>0Tc*h|ju$xnJ8`L^#Ne{jS9Zp7E z!)QB)f2Jiw=|UJ2igh>E*@)9H78d)=_PwHL3!<{gy6?R}+1*fZ1Rb*%OMuQT0?90o1Zf1HCX&s+fC_pk!T2_<>S z8cq&T<3u74_(g*PkmW|2ZJ%V&c-pk|LDHf_C#U^!==2{v{Ln)@19_F7bxlA#p&lbl z#rXw0+#kw_5!1N}gWwU?t3CLfR^PBNpI&^twBETAAHy}<0Xyp9@!k%J80 z6TE9V4?|WFArI){6#kfF{OO9|G?10z=aok`tsm*X7rNt-)NA{$fdlV#eXxQ@%#V@yB7je7L82yVF6HZ!nv8{@)idWK$2fZ z=v)Vp>m*QZmDyk}_WoMDL zVJv?Dl+So=p!c@R;0~;M8ihF!jP&d^0O$DG1;5b?56Kb8H)kN5r*MfCiEwHKwy%%V z&?%Oeu{=a$%H!6v&NKe$nA}?=*wDVubWfL#yrtE!l4Xj6c=n+ewNq3l*&2?!6-2xjYHbwNOm{5O*=!Wg|rHR z@G}jr562rq0*^bJydWn2D3!z6K%C)7w}Z*JDsM%h8R$%jeUh(u9A2yB|7{+E`tpKG z`t&@V+e#vC`sD394_3e?^4=RB&oB+Tn=7+3D`#W`*49^6ocFv*j_&=75YL|$!3w<( zztNfC^DGzLAk6tNr2!DN0-(JEh{tqeqw!yMaT;>(?j8TeHd5V1N7O z`LI@L1h>{J;2AgxQ1bTY=kT(hN^KA}Drn z7f-373(|QmTs@=-y93I0wz$Y_jrImO6cAm`g$64Xz5-m$tFXFlxrn;1cwDUIxUh+S zUt(no^2XnbS2@rni(Ie@sjM*yi8&m{#E`dT5o1q{pKX&}I20rKx_VMM<7+md`=n=^lu#Kx;jsABZXqjv_ng;d5s*3xE`=89_2Zq;&&R@XYz z%y}DDyafxMuU{;Cm@%xp?1~3)S?$i%SGp6da%{DIkrSHA^#udU1{SSv&BY`LM$!PX z`Zm|KYO^Mf0m-QaYg(>l?^h+C`m?8#bG7pp>S5UgzK7PB>@sWv_a1qI{iE@-SI-9W zrT%Z&9?#XrPOhaAH+2g)YS_#@lZCrZhl44iMaR9X_Qz#D-ZnhMmhNwVa_KFd+jEH? zn&M=l+NG~Dc+vto3DI-R)T*!5H0D7Kq-d?>Tb6j>ed6)6V$_SGJ&RNo=r&b#kQ7o;w=zT^-}b@jNX_V-GCr$o5EuOh^O3 zoV364V(sllM}Fr;NuJRnka5S3@O~5 zXK^*0x3q<+^tZwx;|BwuBCFX_-MoreU2h1@pI}TYjLuhVD~l*;8}aDhD>|sCLQp`J zc05zsARgZ`>H`|%v~*NOhSqfw^8goqD|KNPkL`Gxp#;H5hBAdr#Z7*ZAIQ-F7RU%R z8(n@d*|s(aLFxkOiHDOInk4coe1@(lMF5qopgX%XTcy7q%zP^ zzD$SUSFV0!l$ThNC2z+$_uRK|cXG5pTeop&oi)W|0j4uSho08CGQ=~!MCEt6rxZ@; zLpdJPQ^KvIj6oY6=Y45660G+Gh{og#_{U3p_xkEdEr3_$T%s2d*s^~=hJX&k?r1pP znXcI`KJ2~zvCsIr=CrCE3{{HnX#{+~Lm7?9GGZ>ftzu9SMeD!w78$NDMeJ@`D59C&PIofqk(P z$A3f+{}90NPx&Fp5BVjZPgQky_4hG5OY$BTvN~~QzTfKV>gww1>gwuh&UvwyZC>=) z&NmXBf`oPo@1Vu@h`?1Bw%W_Hy7jhL3$RyOjb00>iZO%t5!yGQ5gqt2!TjFA1`F=J zg_nc2^cbcgb3x^rT7_rg4UfzQuT=-MCFvXG7jU5C*-*H~I09rqp1g2Qg z$o)`~pLs={IGrUz)67bEFf>r5AnCO!Bz#nMVQ!lV;~k^Moj%6zr90i;0S^T>PrLyq znnZnxh1R*%>BECP=zXEMQWU{ibos_URI=HNLPM{RIsaYlW+%DoSKYbJtu0aBkdd+} zRo~ejl{#2=u2=P@?46Y>u+9@nlOZg86~VSiDy*_~)E7B!ynIkSTD{brM`VoLPr?W1 zhI1c?idktO{9@)E0&Hgsp?n+XG3moBckPDe5a>8?T>XB^?Qu(I{Wvpj2M2>02jJ#g z)Z2p_2b1N!EV^0R=F?0qn-3#-a8mOYop=-Kis^}yAtu6U2Meg+N$BxDR%?o^lo@!y zsUq^Ra!P-lj)&X*>8>V7+!x-Evx+LsFj;9GE0{Si`{`O`G^pj`lDtSq;z_xMLJ$#1 zqj1Kd4}*XOibxiki>oB%{X7*@S3ZskszOIaZNRof2L$Ff5ierkpMH@F;ZuwZ5>HJt_Yb(r2!uuKnn zF1%N0w^<`ONvnEMuOcaQ;k?etsH^Lg`|6OqsdGC;$EUgRv8cQ5j(L)6^H^dN20kiB zNp2FUl5}i(cWk12uH|ozAwb0>)GlsT1U(VW3Yzd$!hI3CN|xNq;?@yeSJF1A_ZPBB zj@2a(-~FxipFm(N{=Rp&`NOByb3>#U7XbTsC1u8* zF9^sN;s_`(vB;t8?OkAerWU-GNjKZKP;h0Df(1U^X&)Y0C1oZ#3r#G(BT2I6S6R*D zUupj;s;p;9fz97<|6ne7&=*G6ueE;&@TclnVI8v}P;`=28Jxv_`Ay03b*c`!wp)I$ z{jZFHwYvrUg~>#_tzH@GC<8Aa0NyK{&+%vWPyoHM;u_v zv?D390=9y<3;6oM6qyUCTAt$F(OnOq;|Qctb%cNbirk+M<#f+c@D;qAOLUo)wT$qb ztWo-)u4XEX0|+2<=Cb18oDW^m*u`g8pf1hncvf#T;N>DF3&1|LUNErO`Y78A*)hOU z30KkNN}@{rI$JcB2~kgPA;%1KTHx1isM#}*RT4cQ#J8V ztfmYWqoa0v!{}Rk1)e3uvd=n$z;jgb)h02-C@ns*HB$(cNX24wRYOmLy*|3Z_-RB> z4aB!R+3g?TyflJDWXTy2)CRT4Ubu9ejinziR&kF9YhMyv&eq-$^ zF{&+Da5;mE;z&CdSe4j)saQU$p9a{{dtKMVuZgGOZr7@7UDHy(>|zcy#_}Mxi+*aM z;W4?Z^o)^`kS$)la6}mo=g8)!wA-;-y%{{rAmrel@MXl4o;crlbJ$2(5dkGvcfUDJ z&*&(SYjP)ZFYlJ3+{F!5kYi&+IG~m{haRD=>PeAa$E_gPv$QCzBoN}2j8buJy&${( zqHbY8Dya_5)1j;hu=qpOpK_GMR_v=5#kELXNn|6ATwWQp2N^g~q}C0$YwM{4q{Ffc zy zBZuf7gvfH}$t<+2Ax)+Xq{>_!M7GMijl3`qHKlG1(iaD}){qk*y-BJxE7ThZA;Y$iMvLi_gnSlP3H$=oKFMmr2V2kJDqNr?4uE*pw;^}7`iBKc+=Js`d z6!zZB^JG1GAPBi{d_0g%Bogb$>y`1_jgg?LvSAW6a%!1B5JR!D6v*&crzEPerOsa; z`5FaNS}CcO8iBs6rbzyuB0%i%Opc(O@L==7P%QI;}27G zLKjlPK?USGE(2x(3PETMzaxPs6lE;$g0Be8Kc0$<{G)*GkeM8bO=%^njoSenou2hL zKU_O1N~B5lS7BH_3~T_nUQ)vHZ3bLRgv}YGoMezMzNNk(biH6&dNfA0b}I6pK_HT& zI!NDUXSdhc&Sa1$)6n<|QH&xLsAhLdCOj#VcWzDh;JV6;UGrE~;1jBkyHjNzMXUg0 zsGT%dbJ#pxJ>?ZWWglsOjGmzy;AFF#v+mLMV*vkr4S0Tw!4u-Hexe%I+(I7|n3D;n zXulQdJ<&c50+=A*mQkewnT9s9pKU*nQqBq}m6F-ppkI^=5a!q66up(Y(0&bd%xg-J zKP%8~cTiw?PE$ew6<90QZ4XfF)AhxSwVx-Pc--c}a@}5!DxQ&~&*~VI0(w6C%tYXL zA?o?Sp4R|Ax*GvhCw6$XfUxiW`s@g&!W^%Ize9c4@2-1cqMXA=+=bkIR2sNKM z^HT9usQtO;UMLka3Z6gv-0BNjPMgcRA|GBj(>jAc<$QW?G@g6mOtB=ogZx5uXV9he zN5Ez%hib6rd182KJxseZJYs}hkb)MeOw*n^F$gIyq*o+tqPnm&zp}KvIjXpcRxJq( zX`0Ru;@rf!n*Gf~z%Pihp0LGnu-hx!#uq?iQM_~5BfSU%qndd^uz{+w8oocOxdBH` z>uruciP>pIT9M5cNsnwy(fV;+Ep#G#_THk^71-#85uUj8Ri!AX zZw&W_xF#Y_t{R;kPXySq4sDOdSXj$9!&TgG0Dd0>9xSpZ3OBCkM}uISAHp#b)K=S-tatz>+VXPWK~`FYLpM zi+5=rn<(Ch&=wOeHY*319v&2q@GtQZ+@)~OsxLHTCnBq&htV7ecbs33{v1Z!E6O#8 zKrSM3!FEWh*xUwx5fRJ{5FFK|(<2QllE2OSbPBc_%4Mxeev-0}M9SOYJK{5G+CESZ z!G|uQms$DUo8SMlhaPG_EOBFx+S)nFUus%y*_)&!ukBd~!Td?VR3=6i;RBsc9UE;s@!DH?cFTOV% zR#HW`!%=%@0)HPHW;(#k?Kx+J7U?RD)DyD1WjVemOCp3}(@cslyi;ZyWl)kVpO3}& z<9?akZI+XXEwz0f&X~7hW?aV*wr@EK@!sO)`+Vc96qw+4<#MN{NQAVixc^qzGvmgC z+Y=DaTjq?da>GKi*6n=#P2M*tSjT3>~?rD4MFa)`4tC*w1RUT=T6_GcVm-A>f_WK$)SFu zAP0()Pzx+KY8>%|&K&xeak~OD6UhcKt|80tqVdP|=d%JD9)ZE{ukDKm+*(Pf^{L`~ z0>B)_9DvmEgvQidTM4$*7piS3TGzG}4-fcn zJ^9c>wLx~tb&W7PcgO9k>)w@Z=a^m@VKIXQPRR46NvC~@_|g}2lpN&)uWm~2au2q0 zq7^n$=0**X7dZ#tbqdH&ey%FRUH;-Qy>59&J=YQrC+>@DT&o2}*bOm_4!}>S?cNwCq)~VZ-xn^>!W*po`}^3N!TDz14JhB`6t(2h zAcW|WKwzub2)UOAtpFf|W2-l26RHW1y^cjTQhXt22hpceI~*vOClLxHSvx{QyW<`> zsF&}s^Q>QZlfZdf_wUE_{_%o=MpHY*23Z=BY2Nn|p{w}{VJ$5eXxOiv2#`oOT)ZmS ztwqxODAT`+5~kkV+>0?uSe6H2X~Ct#tr2?I62&4Td2v1p(ND2+!dg94Si8ePeg-p* zrmf#PLE<$>^|A!oNGu4e%#WlB97G9C!@nAQk*H=R3L$r7Ld=Q~<@LR~#Khi0WDGgf z60t-Sg`i5p#J~!5sj?paIcn%#(uex5BSXGss3khI&}Fp_l#>4>)+`ci2A^I_Cn0bN zap)Z%jzUA9VE22ev$aaE<&I4+^H<<90uV~Geq<0*AieAa%H2DH-ZT^(ugFZ>+27jk zH13=)%q+aF!u5n(J1OhmbxJQx!hAu6;_Irq<2mirJ{~Ob)z8SAu|pJ+?ojGIXvQP zNpgjkx{*p?7+TZ(g0AL6L9c?-xyZ3C{8P;l?Iv`Ql7z<0kfa7b*BAlpwX_z@{{@<`wnvfZ zk@gyi>4B;5E<3vzk0$)73)S

!<5ViNBal@ z?{B$+YbEIaiKxu0)47u@o%4!5J@5!RcVw{&k1PTrg*vV~lFZxt!$E()xdCedw;IN} z?A@L4t~9hAtXyY;R=WdDck-WHK-rDnh6v}K@nF&{E|yR(LgZJ*k#$@jrRWOyt<)>L zl-f@y{;@{fMZp6#WI`b&roxyTB;3={zR!0dAkKx1``o<1c^tpR8MGQrs4#`x(-%9^xr$*VK+HfBDP5Yc61pgU0&dWD39X ztSUvM1tfqrjw2-25iqH z5I?`(^OJG+x z_IsnnZ>D^pGw1YVeTIdgYbzq?)K5{JT*1?#-izfp?wYGRsd0n^gal>sGa0B zVkuP9%3~5j_YyR#=zFJJ<1_@n5OAiMD4p?=BH{~(b6(P`p|+rtaKA{b($0Mqt5h!& zm0xIyWFBaoe%T$92M`@`?tFZ7wiS{atZ)WdGbbt1qYC0;%p4{Nc;K4Ey4-lVQE|zb zRVW|GgRqhg^;5CuZ&`)ANX2*v7-(!ldKRGCa*78lL6QOk!MDOaNf_!)=KsLwLIUYj z%Nz-;>O(sBno<0&t(T-P7Rsf}+?O$P3$;_?o3t!ThQL$^h4;U5hpO(#GLh%SCO#DnW5nFH$Te5^g;8%W3m?c$l=Sm9{#lz&m1x!C-I)1LE zp3Hp++9@1sw*iQcG*)G|)_RirbnjKB251o5tPImvOJ?sK-rPmQVRJOtmeb}sPQ{K* z(*tD-+{tn-3`fIFWCNLv$C#Zp^Mciq%1Iw(kuvuj%Eink)NO2r6B2M6FMNa-2S~*k z`FkG`d*uN^Ax5=c1ZCuTX~uNR`ZVu4YQwm$*O{;>?i>=1*{l&DW;5Xtf|AWegs zqsh;df4cpJQbn7aGW8mclkG18;-kJI3%UB3yh+%vtrwfI+&+u4F&i2tv6Rh(jIt`8 zYyYh>m_MX^Q-ajK(!L0=k4H*?O*D^Tc~uggX5^p?C6kXqTy9?nf=_w`IX5=jJpg>f z0a#O)_(B#^IU}$}s_g>2OT<9;OH3&&E}qZMs>lG*s7N(l%;8=6t!EkDR&a{Tws{LO ztk*uT>oq#bEbt7sqo*H;LR)=eP83?uyen>RHH2;5LnN15N>^Wd`3)DZbTP&&IfAjo zJHT~>7V5;g8}UsDNRpWWzp$pER*I^jV(k%)xHQ`bJCQ|?B%v`uDzyFHf|LYm_{l%f zzh*G{7#==al4~&)PTJraE~f!Joq{L=aH`AD@eP7{R?noF4W-|OAgdCMvaA-PF|vVls)5=aPN1d`hlz`L3f1K=tJon%S`NkwO%Pv*8Env}^JXaHwN$a$^o1JjX{joa znh=RoC=(u+3Zc%|hPbY4-=9Z8js&Jh(dfZYR3irY%C0s+C&sSpjZ4JWhIKWTG+;3A z9gaLHg8oU$N-O2%VyU~})|&1fQMr$c^20tp2P0Cv6kM84PA-l19IO(80bQE3?kA&rvW;R=q>rgL18 z;RLH*(l^r2hxh$40t2@Z0)?yDu)boQ5hs>&o(mWW2jfwH0d>mu8@R;0}sq!nFLorjLVArjJ;C>%eDR1?11e;%-qs?3Nf;8O+ zhs9XR`yuQBa7kM4)(s?w2|h69HIY?KfGBvQU~7%j0PGKU(hN@={1e<8#@`6Xg?$QV zQ^@){vkug`Oo-bVj5^b%kbo2QtyOlG{Q7d^jC8dAI)&JiFO`}najn+8a&#+6(wYP= z)Px_dCj5d+FVrOO$~6fVo08?b21!=&Jjhx$njvW%B*zIdjl^e&Y_SGXWVB~YtsWIZ zZUKkP|La(T0?($sQ(q$6Sm5$@ZxBRXs-tl@Cq~q(wJW_bXGl?0aaQ2^)Rb4H)tH8^ zZB24KpNALK2kgg&hrP;_1J4sszWkhQGdGQFxAw-)HROxFiZLmKvqT^`YFo2ZctO0O zY4o?T!x2V-k#6sbar&9!PGxj?e7>QJ`1ssYWh-duR5M+4;T;+ibzKmV7~o9t(BTkX z>CLOXvH3CBv4hd=-WZ-Ddg2B-H zuWL4lV@Mz77BAIsWx8g}4&YO{*JeoJ_o^AV?AEnI)j?L1ia4x8F^(K{ z^ZBS-5iE8#w^3~@aF<$klQBB8n>l?iT(Q`JWZ`iv&uI0?NV(jZ66K(e!${ag#y_P2 zfiQzc0jyHaj~!*us*N)cQNiSA{!Ro{zdxc3kYlDI#6U+jxG2&q!2`(-rFPNixOX>R z;po7FAUn&;&oKDlnRhqzAd~1g>=^}vPOnj7BFwPL`;!rp+&e>>nye_IQASg=ObMo- z`mvcfU#HPfXzlMD9fFUsAR~1{oKTpJm@ftT4sD}XDm;*=a{u7$b$~DgXVQ|CtB4M9 zl5cVZ0$_$Uox31LKe}gIJ?zb6E5$vU^l$9@34+asW0x^HFvtd2CQcNa?<|U6rb8pWMK8c5)i1U+Afhl~0B`JebN8k|thfI*ARhM!qD5yQZ??CJAkkVfknQ$O zfPB(pF^j?g2JL+S{Gt;F+;{K#dzs9`SNl=)G_6WLJ2lX_tH zmu5$9KVXOAQx!WDuUziIC5g?6r$1JibjVJ*!(q7_b|c`!+{Q6#94sFXx5Gnvkf)>3 z06_*gzl^l|qp?2(uYS7XnR!1qc<6&9?NvwS5w}9+hEvwl&JfcDborr8*q9&l+*Z_6 zZZcOz6Nzn&d)qT$2qd>U+uKm4%{xe~f$--;Nriq2xhG|7UuG4w{zk8f36k5*cb1oJ zcFfn&T1}HD4G)p@4+umt*bpZ(Ta&kNH!a|>aF*6|H}}~SO&sLi?re|1M`YqM%1<_4 z8}_?>L|uKmL%z$&khlM^zYR}%4@b=hh|SxEPf=t0Mo`5AoWg$l5669c2QDl(hc{=# z=}5P1!od>p!{csrKy08ZTkKfIQ&{8V#WFHeUf0&=&EE^DM{bN~h<)W;e0o&??@&!= zY*I|2K%b*}AN$Jv9b6dH?Tk>a{eM*<-+y88cX3Hz2T)+wXkLfGsDjLJ zNkqiZVYMHfN!@hDTSdMgU6mq_&D55q&dHbtie08AwyDDnhX5VSaRt=mVsY(+(tzYH zG2TS23Dz}d(?J%kS+qoIA9xiEvciHacvM|@d@2^=^P~)%hDo;TV0;RS1cT~nxMC$b zZKkI#n_ha@;?}L@bEj;JUf~=MhYD;d8mld6``UHoCPhIA_bt>kHIcu2hP; z&8)a8N4S$5R{Bt|j4U?p!|g|~sQjQwi#_~!`!XJWx->YVux6~qj(3r4d`}JIa&pdEF`Z3vLw(Y^G@On{2ZvZn{!iRD zLeIu4t;W~%2_Gw5MR$dlDLv^mbv%sQGeTF z&cvu@*o?ub=gFNfVi3%D)ImNjjsg5XUPk!ZHH24;ZuYuUOu3UO4z?kyXxl}Yx2Xk_`;9%F%cxMeF+}@lukqzIIQk48%M88Bg9tBdjc)bs0pZJK zd{-{NY7ytLDkF_1&;(adZ6MiqqOQI{wnE>kFXqTjgoKrS9$HQ<7W5Yvz4<=GMk?3iy@$SXrE;v`L=G7<6$Knn0Oj-PaHV z?2>$t^r6&Qr0N-x7qKWDkNp+kB1CxsQGpi^%Q}57^O!yVMEjF?{$sHJ z?7 z0ccB3f%=wQ?fHo^)ZLq(K6172u^X0H3ZE_!YT;@1@4$nP+GGDJz(} zT(H{dtk`P^cZo|~&?;`BJNK@r~EcV^gTLdS>;7XK%K; zo&DRL78ay0wa&cQI&xB=nO)9nK_|# zNfFIA0;I_SGb-*xEUgQ8Ph#55F+}q5Orr@5Q1pm~lC5V^T|sTZWo`>R<#o4W+Zk73 z!OhtlOgrp}HRgZ}?m}!(;6@PcDTf2s+!Ijk`0j60Cu-=>tlYSW`_v~J*E$GE!>%mO zwe(=44d4D3vXjfrDZew-LF05cNEl}uL)hQmFn2>~BV2|#wv7rqIm)Q8?cEuOU%fNJ zSv2f)>VB>=Zhy0PhXGKl=(OfO=lIA`=(9!k!-dj08{&n^UrxR2_OA;-TAw|G-v}7S97+9h0ZRhIzfkA`=KpqSr>5S1o>ZapC*91YBy!0 zQtGn^otmJRJL>Ag2Yr2sW8U^5er@{!p<O%g^`13O&%rl9TIU9S7e0%^GG#J~N71eU8&r5o6zp*6?4MIp^?KV8T-H=KQjSc7mVpEkM_2q%X zp}Njg5?e&Muivh>3HbqT)vNxPY}~;K0 zZ=;q5;a)y3#<@8-(#b^smt-qzkG3K1Ym=}z39xwe=#PCVtjP+n(1Y!cS~j?@P=PuI zOWx%ksNp_jKzQ{mmLOn!#>kR=Pkjmr{155ip;dYR^WX7ATUHLNtS zHNz3ZzgRl=T6&LU4TyJaMi9^teU|Z|b6Lh`i+e0%kso=7Wus9Dk$`tlyn$5_67(F( z^VpTzp$q(*heWUv`Von2k${Rq1tnyHCODB8iZ5goFR zqr7Mj&e0$IxHw1W zUBM@F;NKiCV|Rd9bGe@ISabf79H1&&%nAq=1WU|A8wK1K(8$Qb9gQ_M1fd>;5uw>z zFnfQebSD>bBZaI!#T&f7myAcdfGb2rLg$3-&)7y9T?qC-B{f%XMaU5Ckq3qsHZ%i% z_Ey4PMSKwUY=Yn5tk>4F$mz^J^c}{kOJ6 zi|S(y3EkO2#3nOhK{4QRS-Ipi+>459M@KwPI7YxBm)bGb6K+YF${WQEw^wBwZk;EU zv&{2nEy5EYvfK93i`;Dc(sL`wzH>|V+E(lHz`tt|o-4e2*5!`FQDb+Rty{8IADGlx zPnmnHc`rol>>u>UIITCh-uTN~xupQd^ zEXFl15_CzBU>v5~om))h%Mik?Nt2)4E)yW6b!SMIiwvO0oA3zYLuhKg8Nj$^Ai{2K z#4QSXmFMO{q3SZgRVZ^ND^yd;7xE#ZoF9xDoG47Hh8hwShK%C`TVUSSpg-Is%Wdp# zuRmzo{LL!T1R4btH6+lW`4Sxch%%L{=Tfj2_7-X;?1Y1qzh{$m>?u;Qz+Vc9!NfwI zxzH8&6$>c7#3D0tGH>vEJlh|$*{RhCpGLc$Z{kT)+q!)0 zm3?Fl1Fu^-K4ZEWL}AQ+4I zvty~^N)p=m=*=L4)eE2b~|i#52hhsN_v3{q;O(h&d1}u{-}UD zI3yyTq9>M;*}{*}^xSsHv2x)~Z*uNpwo2GS^v&*mXS^5J2smIn znc*OpUrXevS}w;p?v)0)=ON>iLLM0txT;)HMZ5x!=Zb}pKKyWJFhGVAWixi%3D+tt zL07`TfDpLpWD)miy>hvg`%qUJT2ZSsec&L){tm6#jYNM-0?xC;snJ)FK{2v99Onwj zcP4f`iK7~apLmZUJ}3Qe_trKTr@1Pb)jGF&Ymzhs_s1YN$r{tQGND|5B45prMJOgH z(MeMY>Y5gyhC6B-%%bHKBwt@_J zt1CY99U;}mE+ek>p5ai9u(Gjd$0!S3QOt9PP(jw?|A696^=jPJZl*Yclf9%o%ZDfa~fZ~O{h#0fY% zPT-Tzl3Z;{bRh;878X=Lo12kl!-cG=NWzWliBZs$>wHB?`SA+L3fcMwSnQ0}hof4H zyZ*dk>*FQt_WJquOI*TKX*7fQnf5P+B}^q0mM|6A@zjx0w{IfL6f9wMEz)wMNT=Ds zpf}i@>00J@;L4E2Ko@BTf)&2q>mBg7TI)AQTU>ycg?KWBf@Ue;hkA1xC(r`1NE{7(J8cw?KX>=K- zAQmmE%IzhCe9>LVna#%Rymh$hd(s*yQYCQC73i8=?oeMb(yj- z>S0EYF%t}^dnU`R=}2M~4MxnnlCmh;Yz0k(d_i+n$Vb{wfB){J7HIdECJSf)sEKFH z+c_R>b++Kp;911hmGEnNco9#={VgaAaen^a=0gwJkoQB|9?kb+v~o9u8?3oDkj>Wh z-gISME*5$P*K~6)cQjm?j(a_?MWApJ)nSzHZNoinc?N14Qhlr4)o_O;Of{ar=wc>- zfx%RJ*!&yvDyCQ={60Li5jZ1r(Q7a%4i8{cOd7ZtYC6Kn1Wt&s00(g2Dl6<2Ye>)0k9nHp* z9;=U2t>EMAuOl{pZq)E2z6iuq(Uf z>&2{~ut$f;28me#Nw~42AoIftS>iNj@+4ObM6{t(q)f>&XM?0tLy1MUo+)C@T6^@j+A0XKcYO%8Z4W#3TJq3gy{b zvyNPB9C1_2#hwumueeb;f)+BSb+;J>QZDw^l*ygS&#Pk!#d{K|#0rx42l<-m56w== zg8ee==d<3{I6Am;!o@3-D|$ZSz&&B62w0Z>VS;PC zv3HQoeM?qmNfwMuyFBK7j69w`>oKeoA4{-kW=NpS9q)(SNx&LRy2u&U2!4+ zbS)?nVB^$T>BeY??ZDTbqmdio8ZT{^-i4LT-1>s+cf|AdZ=j};R3D`2rP8$|W)pT^$YIcKlB*CpG!ohw@qp$n5AuJK(vYrZ!JL4V>Ko7fzmI0U+ zGdUq-_)8?P0zwX9eH=YDa1QAcX?#~@m&GI6*bq-bPz`aKi3Uz#vLQ7h`c`km7KYfZ zdPcfzQ~|oo%v(s(;*%F-kSG1%gX8>(yhNEH-Xkr_R{cp_7CN0*QldXoijJ@YAFBy?L}i zVeJ~^1oh&s0HmekR3x>OMs9e48;H!K2r-KfaUvf-Dn&Rl$y0YMSqrt0wc)$Ve-W4( z#ZtH%ryg8B$;LH9Nx9=F{=jUTTT%gAxr?C7E2WYp1lmcaG@6~~h2{tqa5Y_kS5{wIGOLorm@;P{k*euSYZmKEJZY-&PH;49tuV2{3mx!ARA8n>38vgq+$E23G|0G=x=$8!I$;Fj9P^ zZ4_eRBqxf5o*W#~c-ebKL_Ag_F9;jta9HRiR+eQtzRV>hQ32+HhzJoz+e90Hyd2p8 zj@bAY+MR&Ha0UIb0h(Qd03TA6fHIwR$oRxGBb6Rb_is1lmUTOXU&r@VW!ztl{x#|oj;XVGz2GTu| z7yHPMtzcMC%;&g=uwA?z2afA*6kp6FqTFYO7Td)^gC5~{)s88P=KRHOK5&Q<^#rjD z!#4}sDjN**Ynb(1`dh1jlYK<4gxefMB@?_p$CNnl@V*!v-o_R(XpAi*Zaf74K&S@q zlC)Gx;Mbee&Wth$k7Bd&ojZ;1Hbf|2M)rH;EBc=6PVfGJNP5&!dNM(z@f#+FNRhIn zdL2L(@~=t;sZ`(BG8kG|_PQJ`h(Wy~KO4QNk)3k{vc9@1sYC~7DmqI9hhbqRYO+P) z#gP>MEOoR-H0aRTb+#vBS({fVY?n3~rw2poz2yd{lha}#&^W+V={Fipu@n5MvmjSo z_$^pjWTKa*T~;Pmg0RDzE1WA&@$eh35U6^~JE3fDhG2&sH5QAW`(z%dAoJfe`Ey#Q zCF?raSihSX-yM(O$aLIad8>y1uMjeFW2-m4-NV^(a;Vc~O2T|{awJRYe!^+?U5O-u zdo?l)owV|Gc2lWazRn&htAw{0BNaP+-p(w8WngQ@szSdu>KcO~9}yS!GGjAtU<%i4 zexXw${(I^Bw~FrXcc!eN!+E(oJ>sk&AmrxLq zV)rK#8t6wMzSw@fd8P5)?=~vrf}<7V_}NCiblkUi%xPt9U*F>}fA&4<|6VwK4E;0c z@4;=dI~wT*QjG$*6iPH+hthmKmN{Atqcb_axhkW!t5vs^yxpV;pEO-rzvYJ79Hp59 zQqF)I3!r&QIFe+lbJMmGXk8sldb4dDG%4~ATSs&qrRuy|xFUsQ-brjfiiH}AitRH8#{QIDh;|Wwt!T`A8GYaSO6Aw(CWA!%cly-P;h^b^Hct`#A>(7tl%pm zhQN=c;}RUB$Ey$7kOTzkqX=XC@ePNf7`ZQ@=0KgyPC^O}++=v;tQ`l-l$VU_v3as$D=YqUm%fq#2?F6~@-{ zFZG`D<*+@j5aC#mUM_l|B*EI=3Ud7-kb3F-o71I;j-U(6m&5B2SIJu=#CnLxt(?2p z-3n_(skZ30t3X}MP~oUf+^8ZNBfdbVRloG+FmVje!a7cFacsB_h1Vc1S;|LV*ANH( znL22QoP~q`Z2PMK{CpjtMhY10YYZL#;nIBAxFKwXHrhQDdb+NVZA2RIjrQLM@H4f* z<=qr3_^a)IjDkO1S1>rD)g5kSez*PmDDzWwWiscn75V4wKSGfcbw!e!&fx!b`_BPi z+i79JZ_t0y{_lXUWtFWU4fubw{|dlgtR=;*IjzKBxBoXvtk#vNU94E~|8w~RA3*uK z0Nqx#v8#nI|JVmEe~hJTySBp4v!aiF;PU5Kbfu2)DpSVFKK+5qr&;#1b!9mb80@nj zxcn8u*7Dz!rh#Alz~wgx{$vemJ2Cztfs!NRwUE2NapV95$im|eu*c&S3M@DZ0J)gN z0dSE~0vY6K6qHt z6ljDnZVQsIz{VvMMaBWT!8MCPZQ%a3>?r0W90KwO1wvqcF$!7zS7y;*0ar^ySYoOL z zsr{8pWww)l!6;NTyfrB2V?sk{J#N!H_v~}ar<%M>_jF^%iz8y~1TxEsu(adxQQ^`} zfh?|OITqjV3=83fhL9CL3vb5cEnHuI_7uJy^l_~PK4D}uPa}l=R8CA~9SALjZM|Pz z1#rZsRF;O>hwG@Z(>X36P|hezKoN7l%^nn6;3|N@+3yyrG`5f{xHnXoFk61+>@$HO zGiT*iHU>9a_lLb|ti*WGfA+c78R0NMoA&4|AGx+wqDFk}J}%;}!3`AbNOYe_ktg2~ zpV(Jf#dLIl7~|?1Rw;QvrQLwscj#EnJCR&%l}I5;h#Z%!f7O_YNH#V^=3*6Yg?A8? z@AS|HG14Z?bD1Uh=qMW@91$TNP`;I}usdl~F76!T(BxmZthnF`lbeE}vqbr+2IKZ_ zDZk;6q5EYZY_}_V+yG1fUMB7IXwqvJAN)=6{M6Jp8W9=4f$%Lb{{gIXyo+!b$7RRA_U1t4a4un!rT{-T)N#C~%++ z$A-j$xZTH8+i9!|E)i*_lS3#h!|<_V2A3~R&W(H6W3hZg=Uu?v57QH zmL;Hed)?Wz*F16M>V>afzRa1RbdBrHh+*c3jIx$*C{ zi`a;r_HIC&acmf=s}5mV9pV;DX7j)s`3B*`J_8N{AV+TJhJ7pJx-1uR8eC@OS`nmM z(6>u(jB!2Hl2%YgbR}gGu>$c4FA@Y9odG5@2t99m9CU6VSFuo6MrHZ8?EN?8kZ^#ZmjG1Au1eB%F+m( z6sZp6STdy&wnBrX#XKpvqq!=uY?Ra{VrfpGFTw{Yd?SO4L|%LLG2X+oB5D7DNoT5Hu)k;J7v|I)M%?q!8 z^+!^b= z&bYe^L*^>(T=q!-^5g-ucGwk6j5OKpA9zR^;W69b?q~Cp9U|t|{&ZWLVTq5Ll7kO{fCX`({IYCk~jU{Tmn4&h ze>-t6rBb|%mAiLB9o{LGi45u|JdSGWd%?sR%qC!t<%YyDuD}Fr-=PNzOGxrIeNB zY*p#A^GY*w<^1C3Br?n+cFhKTUs!9*slgH*S`~iFuDT^vY{=`&`QhGS5~<3zBZdw$ zQc*BOM%R2}RB90cpsB2ORO^FUuwacve9sJ#L$ZG@`FFC+b@`Xg48L&DVoY?m}@ zu_Cc)MT>+4*9M)NMTCJ$bYAOQk{7MF{WYXVdxQ1|><)i(;hL*Ijm|WKX5Tm{Gd{{- zJ^H@4IR3N3svV9lEgB*#sk$SaJdp+?7-QO${x*Afyw4o@`<(;)I|Dm{%5L4j_WuE0 zEt|LvdMYlqNt3z*&@>CJykwly^sD}{>CM!=xW!Cr(hOr(pXn?p?{050k@Q4O<|xuR z9%c(oOvEQ7I~-;*7LiE4HROjo)ul_~%39DWz+xd4Itg-z2Q9V>32ZQCWM;vw7MNdt z4liDX4}G!=lNq@uZLQ6K@apUjntzGAN^AqIP$h+y@pry=qNRpCPQY-uYadfZ!WLg1~fXoa*Fxqa(nXV5Wj@bS**M1h}AoN>q|k z{R^OBlxUQM(WB!I2|~2l;d8Q~zg={6K$kvCb!tZ|e@yrjbVIEdo}Ml&CAEMFv8o;x zD+d`VehOyqPPYet%EQj8u4N!TW}6BqA7VU z#|`XoJX>1XSXw>%VhiWdTB}Pzm84ENmDG}qJVqXIv5=^wN#i~ z{5)s{HZ0#S5!0)zx0yVDCLG%0VXsX%OL)Q*^f+jJ*z`3LxVapPqA8MZ#m>-iw5Y!| zR>Sx?SHZH|bdti%mmF$Gh&~S)q)T)~icCdZ;(-+1HIxBxzVYVJs|djc4IyQA4>Tx5 z7#wABnWU!ZP=9y2A9j3aZa952?q!XP^ z4>lq3h`&U$X}?pe!j~c%b<^OQ_Gv~bEDeg*n*6K1P7P1N5Dev&TXQKjwza(#d^v0= z2HaFUkPr=91T;@2qLb`J6+@1OQn(lZ-M^7c_{oxEWGo`Bt1ScHmMbKtTM?GVYU-dk z&sR`ldMp8ps8j%&4o!d>*jS90#t6cG&rlW$=Nl&*qsH5RfPeTnN);6ha&*bq+~Avp zl&@T(2L23x8170N?6t(^@Rof8RA*D&b1Dyoga}?BB~-|oZ1ovp$q5SJHH3xNjzDLS zhPUC<2t9W!LPOyrCiM3^IJg0sy%UvbOe5IK`s;0~L@(Q_8#nf&Mcf$z23l zyR@JbjbaBh)iP5mxsZWhDph)*ob?(mkW~UrEb;ud32JmuJwIjh+494(o%(1&YVO|r z?w>vMQ2V3p$KXVKB%j#q-IJ2+_@lnj_U32WZ=lo%ZCA`5UTy!jxe|-$;3_Otk7uzw zzUQ^ji8$9)2v?#dL6*fDZb4u!TDfv|+H2k3zXksv{E7b(8>7xMllz7Mg4;uQ`{O$O z%CEkD)jJm{Lxqf_!RKD^A$r$g1vSAtC^Shm^bubErqrhtVNE|6-{4~a;al97t#BS@ zd00cpRao@{=U1DGqs8xqO`ibPxa_#4EZ})4xySJ;ZnS}mWi&ewS(II3N@qDJ%NyT8 ze)SsSP!CDaL^R8B_r4iT_9*KT1`x~xZ@H^!fcqlS@D$kBzqXEX?;!`fu<)TY3V>Gy z(501-;&J#Db5q;~R!IUVq_M>spS?NWomi9yGt6Ymj?i)_OuoyKL!kOx?@9G|xfS$SZQBW>PK%PBa{ z;q)c;xOdfPGC6)a*Psk1`*C90vwx+5Ll`Wv?2f~Eev`>qG&KdNar$M+x=%{bcD?g8 zj8P~ecnC!~wdDI^I^){9@Gxxd-HUdR+Dhs{#ysvUO4=n35RoKAWDPpQ4gyIIv9Ls- z9)l&&S1yl|z+v@9CIk>bl+$}s*RpI;LG&k^em((&q!tT3E%> zK)U`sOhNfxTemLMu`$H4K}2?tvY>GWV?Q`J@bH#aK0ch|kkqjl>I&q@bO6=3hUYCP z&4RawDhma~L#o0eDcLL;2VWJ?vkGaGyxYhNQ=Rciat+M~XWSW5G>UFTIgTkaRUY^B z$BEOu6ZU(}bce^#!!X|Do;7q%WJyIQ3ocj9`62@9z*}hfOBicpkKFWU zwI$OHlgc$j%vcHfym1L5!v}GV4`S;Fi~-t}=)+;}w($tt8gig4Oh{4pgnHov>+Dn6 zR}rNz3l?NG83M{c%1K>S)pY>596OFIGxXxlMvIJ2J);nTRNGE5A1M=Z@*%hO0@&;K z|4N*NY}_YTS#u>v(~D|ux~iE7puf}arsEl9mg)c~%-zPh{Sk5{VOIiXp@sx-2yjQQ z)G>SFl=U5tC!h~U8gfo!;^)xX42zLGqo{O7c;&F2kY}*@+z|yLG$2cURJ~VVM?VV|bTk)2(1g8DHv-E@;vLBH?I^Wq^-d|i$up<7M4K8)2Rfddl zGv|ok8Mk>B0zqsQ&RL@c2y4Fm452ct!LIR=NmIzhUIopcE!-%pOEN-EI;b$@^fHtdC9W(qq(HAAH&qI3!*wAkU!TbeZ?3>~GP zjNo6{H4qBv@e7O~#H(t{eTqn8!Hq@m5_YG}CEdZDEQKvYVy+fg;OlielW>`UF)Pmd zPG|!iMgGfk$3wq36@g+rf!1Nz>$}1Ymo%nA@oc4b5VP(}N zEv;OI=G_|ly|56~Yw-|I1$6Q~FU3BQ8Vbcg4hlp)Loog++tsFQb$4-Ut+!byi5&Rj zH2$<$HoP#8Yb>$s4tk8$)oJ%3UIEK%m}6aL1Pz&Rp{&!`WL@ASl6GrLxk425_bmX1 znW-BNwp$k=<*)LDC)2YsKw&W3A5PZr!<;lm6Gv-}!v`kAI-*u2=mi6n+2m}48^Qmu zMTKH-R{%L{r>`b8DXRy*pUq8q>Ets2c5tDioM?+w> zyB$>EV@G-XMk0Ms8HutT@Z>AmLd2~}+izn%`LT8rOU)+=K&G7T-V~Tq?K6ORtN8fnM(bhIA8q?xs2YT$HLn&%qq{p{yAmEB z-5vJ2VFw$v=2mPyJ@xjBO)%82+{}mxo9vOlPLlm3;cy@SOWmD zy}6)U?^W6W43fKnwFkAkouE>h3&XjF@3p+fVmGKp1HXT6!)wj;2o+QPbK0G7-mikD z&!#FF^v|n??Zr+oSBGbN)~>nxp1VdSy((CSKe8X#YBYj5zg6`|yjE>wx7YPXW~u>w zaL}uOjzQ0hBdbS_?3vsP|Lp2`j|GiE{~TbO$Zya;{ciZH;{!zzFmdMHrS*gUMP0wy zZg^ckDz`xtAmjeZa`J58f#Rs8l%wA4Y;c^sKdaP5-IMiQ1+u)l$+OUdiH-)NUBAf=W^8>Q-@Y+gh}b-WBRq{I?ay_h|M*FE+O%(Q-2 z|2$f$1f{{Y=_|8}!i}{AU3oHys$h&> z%MW`IZTm9C(#t^&${iV7ytX>CF5V~f$>9yOS6e7TD>fLTT+B`}Jqf&dZ zTMt{MuroJ0n2LIp{uSJQp>!EKRxO~?d$xa>^t{>jz>c2np9=#=7mAWmWEEIrv*Op7 zNkw(v??Q&?tMgTE~wfkl8c+3)()@db!tuelrr2wXm=tQdRSh!C2dl zMxpbN8XbSu?~q;?L7%>$Gh3yW!!TYEV|2r?5tRbJJ4-nuMn>wB(o+44f>yiNEdv}3 z*2G-T>vd;W-?KU*W9UVov~JLC_~qlXVW$baTo%Fj0YZ|WuB>~FZn@zf^BaQ$XZNp~ z4WLTUiu?`{9e{h4hF=4YFOQmDr~7CxB;CIeR=ox_p8lCI4-M*P_HTeutXZB7!)^s^~*Qyb-j0Pt_bMcUP4eLftz#;-{RXeojfz9_s9#j6C3Ac9dQsZw8T`yFW5YYzHXil8v>M_{RB*o((e z-YCemNyZAfcmyLj5Z4%-?4Rp38cb@$-g)i4V}EegnNKeM&Yz@|u}5$G!BQ+)_Tae- z7BvjfcW?cXO<$HoN1r}*Xu~54H3{*wz|-fwZLV+D8Y^?f?|daw=B(6P&i#baRKhqb z@X70bK&wys_LuMC|fF%y?JEH<6hx{n0!9+MlT&*aGoTwswJz@jQXgBgkVc2MTW%|Gg2T_$0 zNO86oV=XT@<_`x!t%pFItUpJ3*H$N5$Q(7gE9h3kfa!d*d-b{x6BuP;i+kmX zBZrR6?54H1x!0C-xy!x&SkRgFz#VJN!L(eIg}u9`V-^YszX9u!R`)U5_zjE$X)GqI zBp99P`vS_DxqoW+7_B_!E*@CUP>+Im&lID8igt$!_kq{Lq+6i=q}T9Zi1lduZXJyp z_e84$GbCLp6_w%ssmY1MMP=B8Y1CgV&o#i#C`JJr>4Z_#@H<86KRmX7;x)8#fetz~ zHnV%|0b09&_9kE*-SK(hG9da*$$(iyCgi(Knu0xLK;bU5_&F0yH2AEzr|{O77dDtEhMV0=7$S3hH@lT^ z_KZ(bQrre72?GA0Q+GKT>4us6-AqR!WCFqquysZGaa+PmF#CEC6lQa%+XyA0%s}A0 z;dl8OcnEUFA*j$|Gv*LB7e~oX)=!d-aKx#DN`d6j={T(1UEB=|LD*sh#dAI#DU6Xw zfO_<3t;i56((|DUh$^)&H_PBihdZE2 zvS~sc7N%3T#TN%koIJNR1g|X$sqeOg;Rt&U9->lk8+dr-acROV#D8qf{X(@#f&nGJ z5bv=ER!H=FdXGJ}IOBI|^KPAmOK*~FCU&BFKw~c_>rW87cB3WT0dfzXGZ#ugAd?xm z0G(=`^5izq2{@8bp1YNdE3LWhuy%W#FzBXdzSycl43ZM%7F-c(vsu7)I+NVX#a{8I z>kE*dL94qdmQyZ?vXJD0*vNH0dqIc~PjTMu9p8a6IwVYiOaAlmu@vGqbrJ8`dhl0NRm_yQXTpib|50_ z)yiID0Rrpf$+=Cx3q1w073%M(e{cURzI)8Jil2JZp#C)c{|x;9Ed2i*{Qo@s--rKS zfd5~F|4+dGC*l8>;QuG#|0m%8$Kn5lHw}9I6*O6d=Eu~ZqB$jG^$?X>kYWM*(r44x zurtk54bSU%3lU8L8}v^D+8`aR0XZ`*NHUt=1nGyx}6Oh-ZX`Aek-YKSEauK{CkoTIlmby^(v5h2FYdA`vr|LX1vUU6=Z3uL_0Q>gb1cb=^WCe|pPs)Lnqlly zGUvC!-}Bqy2k<-w|HL^I5-&VsWqvOy{2=@QLg)9vzd+#peef?-KFI!=V*gCDe-6=q zdh>_j-}xi(188_ApN0#WxOrNDELY_nqp3!ri_`RMK21FDBi;BO(UNB_#whI!N$GR> zl=3tn(#!NT>IyLG-aI6A&*xKj1J!MbjUq{Qke<+-vW(^zhorfmPxFXGvk-3Albv6j zQT{_iQvO0d<*$?|mtw1W+HEQ@>VI-b>R-&KUeS z$}`$;8jki}e`Ny}n4)`39Zqlvi8}{A8S$X%&(0I~r2gDI@dN75&y%UO-k&G)RQ-i{ zGT_%=oF`*w{lq*Ooa!g%NuRI3G*7x${mFS^!(em77V3}B6M@$k<|*y{v$`bz863v? zQ_Q(OztV%fc}V7laBt$1W2cll;^&b7)| zIV(L#)(+u0e9l3=dDgA^0wb)+?aobdB#jUm;yn~`el7fCSW>K--<0)ooB8GZu8en7 z{#QLz_qroN#JsJMgF&SOIqf^-)q<%IW1t3YxGiODw9vommIWYfbr7wlpQ)^dR1`v5 zJmAehtE_#`xqUunKAb?jfkI^IV15e}fz=@U1}?*@?H6>(suk?-99X@Qg)po+SHU-J z!iNh_kq^OOu%@36JOv*@UBF`ltfKqUu*tBP z4fxJ0^1d*vGNjj0sV4tDNH-iw23gj5l}>9c#fbc{v*@gP?bWx`!-dt| zaCJf)>%O?#e#n^s)NMad6yp6*ad~ug4$HlWz3I8)iAynbJce(j@C;DTvX90+migiU9Aym+CV8+~?H43a6ZW!S4M9DXLB=Lj;1>8iIw67!C>`1som)jRK9(!v`K2D(o)L#OSWw_klF70{{)Cu3 z5kG_`fAe~2RBIsAV-Y0!MEA`!Dap^5Z?^$9u_-_mLm(CqF(2 zKg89|ecy)vPTd$h^ooT=u*fkOYy>`s+3*0^D6(D=93Ey(Lyf=@r6S8S8O||T3Eetg zv5LcFUwpv?@+oJ5Sas_2NvDoUKz;hRof}1c`ZtO~q;BV_)&dLSm&j+}BTN+X5UY95 zbn;KmyjkhwvRfDxupWftg(zKkUGfjkZ6nour6|PmspjHI8qXOa#{fa#M_C-Aw@fWp zp5;1rSgGYgNiA3-mpM0!G;(oK2vs8mM!nQ^Wv)&Eh?I)MMNNyZ6ras1_?dg!;g`uy{P++!ivheH0=~xS3w;aI+oiuA)r)=q>BaO=qTU z1l+$y>dd7y%?9`Dd1nfc*yoBuq&=#}G?%fzF`RNlk3-Un_=2hAC1-A|RFdtAyy)C0 z(!%paA(l@IJRK%AN5L|+zKKl*rnR4S=H5zcx0pJTKsoMHKkZBm(&h(?LM)#)d198J z&G>8;tuFJ6GfjTMnR6>m-fYxlOf}Zy=bcGGdi-orh~?AcD&~j_dQ?wI((2Q`8q@2y zoF!qU*V~PHRk^_W{SRl7kbb{j6k_@G`wFCA@@THWFXyLUld~bbjR~Bg}zCTjnXPFr!3Rngfq`pz3@h(_9(qreY>3LKIs}_Y=KE>g_L{EIvsxGH2Q{D^C zJXfdu^vC*ObXKD z`-(!SdMpr2OT%$2W>WwnrDCF}55~iB&t*l7PGLAs_vMfnoS1()3B>)av##`(_nbu_ z?#s??A=COR3Xvt&RZG6t`JA}diBdPjqzy46as|!HTG}kg%U6Jh%+m4GbdI4fUtnH5 z`3?3AAGLY6MoHRYCr_dD}dSUW&~Ry#lGOaju*dx}CVpLQ;!_m${-j`EIa=KnbJWThD; zdyu*Ylr-FJe%F}-q?q3+3bA~Oxg@^JMz0(EnyKesojJ2okIuu63B(%unllkdLtiZl zv3wf3kll8p-Q82(G2L8y?kVxAbq)a|4Qu8qXA+QRE-wnPjGCbrS?N2@h4MS5nQhKI zS@jy-phla=irMT;0aDDSq7cicn2Tp_ogRUUj`XTQZ<%sDXTFLnhup%1mGcH?3XpPM zR}^CTlyf1y`b)1Gs|<#S&WcNjz-|FYjWI@v<}KB z$F%k-XI`zerkkSZ9i3QVzwJx`QrK@4g;+j?jT{v2vCP-o&2jP9lY1|<<(dBe$(eO4 z{oSMqeTz47Vm1DQGa*QgUnvT)d}_S@AiFA6s}ZT^WtL>RyYjqK;<)SfmG}*>SZ$X% z(}2`=aZ!lnQ`^WSy#aOgUUF1=zV7miGX>u3%z5F?Ctl%-wYbrl5TwO*MIn|?i`O4w zchKf5Fta4n-6PKYTIo*L`S{hjSZxnG(}2|WP*I5GQ`;po{1RLJ8UVj$3VMq(XI2W* zg`DDBcCm)O+nETYp~s6ts2VDeSe)i2vozKM5GfU3Dw<5obCaLXN}|n5_#E=60RB+} zB(nK%y;|uR^2yB?I^DWdWD34{<Ss;ir_f2_-wkqI=iOv9|E|PO`fg{<>20uY;U_)r+!ivl;}jxG$fwXxD%8o} z>CCi^fcr{{I95FF=Re>~2@?PJ6@^H9*nny9l(|u&&zj@Re%zTGE7fE>vmbMA6lviX zi$W})7H*fk9$`Ex9rC*!4{l88Xm_d{>M@_^ubpLKrNcXJVOM;xezjU)0Im_>46KHi za0dqNXn)~M6H@V?6@^e$Twpd#Csa1t7Jx{p=oMvzPpB_sjrFH+LbbUsPaIz6Ka@<>NQ_ixm((fG> z`sI9J75}y~O-RMRQ50hNRGc-&niXtai>ddYoaJDpUYn7b@_?2556%=J<$k3o#PTV( zlrb_(_ekrUE7!_Q)mL6{D%KwTQH!1|a)dR0nKNNX;};i&c$sM2?{s^eiq{Pc?sTTc zHI)g;+j~XE{Migvc!ST0|f};@lRpvJX>;ED66n zB9LEjX4OWlIT6UuJ2#5t``MxpY5(~>rlM08fxJs{m18?E&G=pvw!8+rvRJ=mZ*APrIcWW?sBFEDRf6s zh~-nLy!n~*P;&>hsle13ICF2MPUUtab!?%OV{Ohl6N9u_Eef%G+LX8H5^W0c8toQ= zeKn@p7n~(wrCI&%o{kHw-{+i3Li&BWD8%yV_h$WkYMf0i$}^3A$eDL5jp`S(iAD+C zSd|}erUj|;eMKRbPnCsY4xe-8%Sui9G~!rISVNz2CIe~c(?uav4HbwLq~Qj(94!Em zQt_dpUN{dooXA=XpTcm%b!;dRriMuWq1C67Si?mZEseu{!XnmizH?j1#LlGio~ zv4%q3d$lvu`tB_YxUYQaDykg!?K_-lK!U%mC`8(;Ud42G%7PFM$!HHab7Q5H?9|~Y z=SGnh4itr0J}vNX+C+ma34dsPRm(cet?4<-z)E+@cW?s9kw`!8Tpee6kXpl{5X+}l z{)LJpmT|c7w53lz%P-E9`TfqETPahy2unjX*5mg&lY;d4_M#BWr$@eekR&qE>UP5R zqPA;VlxLd!C1>8PG^wmMbaZ1?e$<&3q{@#Jg;+jS^35elBzwjuwQ9^M%T)L!XP&K8 zs2mWl(u>vir_OXB^?k7@#PX@{M(nJY_I84rR)2YgnF7zg_*6LaedRbRNr8l7tidy! z2|*hC_RC*`x=C(d&+D}GNxS*QnHFz%7M@i%%$gG!)mV?WI+KF*cuP@;b-@VkawFRL0%o0HD`TWM3-0MXNq6?&gDHAta*i$W})LUp61@v8E?!c2{iI&*EM z#;l=Le_eUYnGmGGqeUT>PlG%~S~6?+!)rABM%kE{$M-z6wO%h(V@iF8vmmULs$^Dc z$)VKX{`od%ija0s6opW=TOfp*Mqyc?t^hI4;-OAS755db!=Zg7^4RbN{tCvi!A&BPh*gKM3ML)srL3bB0JkDc0B-((Id z9j*D9!39%crq$Ovb8V$n)dN-eZp~jvOY}N6gUcBSuz1YW3}k#w^M+ z?S0OfcPs7Pbjtz|yc!5zJxd5)P42r`&F;HctG=t$(v`6K>u zui0*>SAVE4nTEdM%$1dfF21ElNLihb!o@jr#%ZUqhX2jEVWg3NE()=H8d-VBpY=O_ ztEy^4e8B{A!=+2J@{p$$Sb20(5|9?Ib8ZxA;p(Cgsul{k9jWKSX1M|oDHYEaH7D-5 zJef7eo|~xPOJb)MUzz{gqVY9p~1O$it!#8xyTH znAT32zv7Tr_x;Y?SgAvoSC?wxdz~9aT6lX=h~?7)&){IDSQ-zT?Jx?u`UQPXSvCXy zk~7a%x>B+|RC;kI`lvGw>t~Ys@o}%Ped`+;H}PtAPwG96k_>$->amd zawhC_{n~g4JO5SVUWHv1rp-xb30P_K)jF54q*9M{dY>~nNT+*?LM)$7dBPO8@xvX+ z8=nn3O?sM^K7-t<2Gi)H&iq?xR7tVY(~cF|a;63;^k`9tFXDqIUPb@;^DEWzJAV`1f;K@ zDGITC`jS@yrlVqwrI@z<#FoWEe=R&#d}6l0;x0uU(`lSLOhgo<9J z{zO(F^%O>^xtY}$+kS`S%r>>jhwnJ!G>ALHfAcF7p>19w1AM|FT)oM;Ei^K$rx00E zez}FKU+c`Yen6H5+*bzVRP(rlKj=&W68lV1h_q`>GtIpmLe_6`=Eh1T*&*x4oEt@2 zSSSjyd|KeKvD6$(#&tq=Q8qpPm@~&#no`1O3bnWg{jf6`NOwP26k_>w$BzUPq(Q#) zoAJF)wXO}N*;HV9{B>vUt@NmzA*Q7qYx7r}i9y=@<)RR(HVb$wsl&r2!vYW~6?Ye9 zggZQsXHCVY(Ba`*^6b<&t+O+KP2%JHmot-k>wDb7$N8pnTgbTnokC;@_T}c|+;GLx ztYTyVt6TC+*|Nalhd||g9pp4WPkuDWj~4mS zh97?a+@^QD=C`}`!F}I`|N7@ty*AlJ0rJn9YlM}-v;7tIpjPu+@Y{tPIC*ext4Fra z{Mz8aY5kSmpbHI#t;XWuS+1%l$guiO_|cypt%ps2v<BK6#-kAoZvTKS$e5X`a4^2CV zvdW}#Ol7;Ac^yJ!w0*3y9nLf$m2E8w@f}myf@jss>S8&jvRP+dhfx`6AFHhDOaoHc zcNK+LK9$M7L}2P<=3-1?&pC5yr7*pVNT|g6dfJ%;q_6KO3bB0p;zzIX2_lG^9;}^b z{Z=i|Iv@GPnf^ZD%(<2Rl#|*tRAW89&zTgY$Ny0jV)^ta&syyTQ^(6F$29jDXI`x| zr*}vwomgd`cBTQT?2|_wBFgV5K?bn->H1xM#iH znH;3klSLtxPpAA0Q=L@UwF|NpZn#PX^2R&&p79y0|LY%4Lv-g;^j zds}{=r5s?*-r`IU>aZh4A(l_G8B^ziS+&-+m~QWLmV?!JY%$?79kkeLRD6v+7SDIKBSNfwSw+9yq`L+=1)r&%^J1c>V(X{o;Z1>L(6d zP(KOJUV{IhJaA$C3HbN%0~gg74y^3;FCwUsUuDU15#%YdN3+44@aPgKMZUQ!^CUY` z4jL!vdoPgi(h2zC*Pn*d!8V?G+G$?>8S>^`@az0fkRR_MKi*4zypQ~NKl$-N_~F-| zdjzr;Nnv9aV6T4(%@r(n!*a*3^nyl>CR37jPY@zb($@K}q3Cr^`LdU#L%J=Db-&w!`{Aq!1GY|Lb~2m|GWSaC%gA|?r%dr zMzP-XI!B{H{n_{(zuF*uS4w{simg{6gkq%`A5QY{ z!kK`cnpvLoTVdzW`sO?zY$G0LP*_J zs+X**ANEK}uUda|R{c4@TTZBfF5UGz$Gk?l>38d4jYv#pWs^NtI|MW%&<+P6@g!{{ z;F>(ZT;4L(MC6psQLdPI^xzRALV8!zrX%bV3L~{m^?l`mK8Zwz|BA{lOcY#`Beo@)0`yPhM)G;9^~wu5YKc1V{O0m^Vpc9&ipgP}5wyiK8!KAQoq|qS7ALc#c6zOZ4P+)fF>D ziA1ATGpk2*Ze<^9mbG(hrV&Mrpa$39l^4L93K!CO4r`C+SqQwtmB3N21I|e5G~9_) z6c;M(3XdP0@3rP;Vsl4)-j!K-I`H8G5_9c4%(V~K{h$%;Z~2e*yatS1sAaytqT#J{ z#M~l3dQ(@+tAg*PI0o2w64_MXBcx6_s=`Ers_~C)b*)rGaB|@=a8!q%b*HVq?y@GHSsH5jN=EL#V9` z`E{C+ll(||v-~p5BC30xb_-@NMBPp15e2deHR{a}IgGDI8_>tKBG0hDxSoD&z-DpC z2MdQ$Zmi`sz}UsH8BZf>;Zn68lp`1<$!CD-@U;#}16OAbE;xpa2rN?eEuiQaBM{-U8q?l1spyUy~!Ua#| zu2<+?m2ab@zVV^t?!rcF{-g2?@t{h&J=L2Orcew8}z`9>OT85}1xCCW#uOt!= z_F{#K9UsC|RYOgKVN^RlM6^;DkeC<=HK_vu_G4(n{_$?dtCDaA^$JlnJetyKv*36_ zn;HgjN2L|0Ly}m~Y$t4%D|ocRLouxkmlF9MA)JG##EUmxk4Jq{+f90+sRJ48H}Qf} zsH6`VyOY66!nWTM6jrMsehj*%qf<&iOcSb(9YZP(L-n%B7s0-{4o2VO@ZwclH?x!B zl_SHT@wZeAxhgdbBg`vJaq{)KT|4}jk{|=Q!%r9|a|tsHOD4R00&xt6NsOt@;tj(bziqpGI~9OK1VTDS~BYqB|@j-RFmU|oz0 zV~2@0fM$Q=$YIb%uNBM&eht=~z*ZVoM8p~f07G@x0YHIqQmR@vQ>pwDV`2RS=W{eY zU^m|G;HQ$QB}!w5_D_xxv78P2Ij~58%?dn|Q7~4tNKe6vy+WSR9VVhAk2{ z{Rx%sK?8)Y5(@%L>vN@XygieFBlbyw7CZuLF~lf=LIqycYY`0XXUm&vQIt3ClVW4w zqy%))D=^3pl@fG+v_;Cqwt<}qcwag&1t+9|<1*z3bM;Etp`ACilC4OC+DfI^0J5}* z$3#6ABU=;(_Tu$5bz;GtrsW04$U-9)4DK|vL}`kb6FLp<1wzq82#Vd{m?JDs;m96; zP9Ora7#Au%KuW{se~0`z&=lPcmU=QC-7>10h}?%1Z3B|ub$1VgYv@Y5ieYASZS2Wd zac`h+%!$4jgsdau-xUkO<7gInji3d6nr2ZdIBsk*htNzF9#ONX()G=iOi;w<9MqqS z`{SkQQ?hH`g!G5>B_Bpf75=g$t)-x-ypzp8X{Hs%g3dHde{d=Uq*Vx@JOYKwB-jX+ zkER(_csxTP=Q4r0T|u`B&bvSe_o^r=e`_XzfAp&@tZ)2sq4C|}!hIn`429PDKu7`O z*XHI$p`p_H_W4*$8<=Qy;EI$cq@#!=i0Tzen5p0)TNN^?peIBW!~{fcI)1Nd5Jdbs zK}4n?3IdhZw=bIb#F0aLcTEeeUngjZy)?Hi$%_IdWvyC1GPB#sflyHNZ(K}0eX zEeDm>w=Y`G)Y#1Ku?GZZM9X0>&25YNQ_AXF7Nt0I|I}_+Pb5P&cX6l`={s|~qQK>% z7R^p?ShL2|EO}?ytW-3=*~4S|CthP{mcFxVRxYY+4N3$RizLWMJ0eG&Fp6MD z(7+LYYladVR}1So635@D*NWPq&QN>cVPsZvli-1gQ?-Ym3*F5mX^iz;_3n2rF^-T>|0@ zdLxjLF}^KmQ?cYV+I5&=pYNaNb>W!XN{^mL+vh=SJBT*yFx1MltRjm%B?&ADD`!ax zdvdg-gV3&~x|q*r-$-K0@%|$Xu@>j3%VrG*UaMH_=>_WLQ%|x011KD+;a?t6^x%r?l4wx79EA zLf9#n$TRc>8Ih6#9lRDCqsc|-d?0LxlnibvIqpdDo~Me$Bc7Jhrp2&y+*AgnuunCp#V9J1 zr=>g@2~b8^6-Qhenep*LvIMzz=W)q%z#9(LG+Nk34*(nXUTyU~$lMk;wM ztkkH}u|cq_r9kZ(Dpk zVLGd6Ub-Z9h%6i82}N4@=3|*V*V5qP?j?sawURRNPU80BsFF4O=dcdPN2KdvY0#U> z7^3Y#O*7VgL!oC)TXM9=QLgc}gCvP8$3wN~tX@vb6362hgm0+lF_k?mX88*iV6jbO z+sm3TY=B9O7!ST#vj9Vt`BlyMP=-zD>%$5<@#4xBZb#ON(9nXRcZ|E!8Y7vygd7Ty z4c945Gfo>fS1-w*$Dmop$sPr>O-p0$FQ%2_()AQtD>~Xr%h^M*tV2!uPHUf*c~3q*sy= zlEDUHWUX|1kO?nHEh~INin8yhAt!=%a!E&75k$Eve3q0ZP*J|Cjm}zv99VBc zJTF-7vehPwfF^F2yh=|b#>$acQ5Q}Kfs=_Q$?2Xm+~DX&)r*3^CC94mQH0o^G{qYR z#9XQpy!f0=2~`eLI#8*EIhG0(PF>+C4B)Iwpax$gpMM@fk-+4ImYMBDyL8t`RIgzy zLF9-CQt(fr$7GuP%g4kt4ND02g(O)B(Ak_wF5TafS7Rx!6g#O?s(FiL=r{1CB}oBz zQOVno`vjC_o|@!(=&%G-C{dI4yM& zqv+-72%;CLB|pue1xfctsmOT{Mzy3UdIcFKdBwa-DU3n9&gAF?>O2QP^Ht^y^lRLW#{Apt4*M!x(8m(zyz9vS>n!5CH}`#1T7#Acevu5-8aVA>?Us zM@2L>gB)`(;yAZtb_O}-L6Jkz6y?eh&O{1|=PZZ3rBX?llO^DY3>$Pru%%jN_sP&Z zF+#FQDv9Yubr?DVZE)D^SXv zYN;hsgyijz6JE&oNbwh))D@A2SDw!zmMPKN)Nc?ULzD8*qO;kwDopseHJ(W;!V<3o zF5>VT<(|x!!PiR5+A(-J?Pa=8{wbXl zZK`H^4sgQi;XVzWrkcj*>E-(!`0i6DwWu;3Z zE4`8rEeR9H+i(XVoL>$Xa`se3Ke7}p9PKq475GA^;RkRTMh8y7@H-G(BJRDUlO-AS z8eRo%I3>t(k6x0&f~~$KqL;*8+mYX^g;`c~a48g#o>C;Sz%$K;8!K=ZTM~)0b-Aj{ zC83xe=9}lS?E@N6CF>$!s6{(Q1*>0l(Ao8#7I~9vQAg1{YVH(PP&tuT}}R zz*VAnUbU2a$muHU4Z+&Ii_CZR5c*h@rlmSBTJ5Y`pyJN{mf&^5XurGxusNHg;IsV{m+SCsD> za&CaA63b((G5Un|`JzEvvcwa#R6=+}Td0$4RMg?S>vBkL87BAY_BzA^D8udr;YM2L z$d*AUOfYDxFdITOm_?L&e08O38@@G=8^yI(A!#SAO6202e7hrVH#zhr=@>lZq!cjp z3%>3$6)ruDwa-IT#wz@nL{(ROs5DlqQon{oDb$*Bk4Sd8lV6NoNiiudszef{Cfq=& zHpXK+MlxCWU#*o#B3a79*>LofIkheiC>UEz*2Kb4ER7h7Eg?2d14bUJY`#^=&C_EV zw^nQND5c7%cr*#>Wd`2FI&t=<(m!vIdsr+L8g3&STS{?d7*L8s8*vm`sb>%eZzidS z`>~-L#TDb*#Fgd@@{nt>Q!kX725pmVI$E2BWt2)h)S{}4RBC$1gJ!P@0sUqL?79xQ zBQXvVE>9+KgfS@AU`BJ0^a3~0@e^_sJ`5uP@XY22azCe1g?oRT=E;OhC>XmS@<^K& zf%`b&J^?zoNK=jMvIynrQQ4XbvJDFrqF_!_T;@_L-kNLpG>)loX=DKg4Y-~bNySJJ z#KLlm&x9RVT#knj)T@%u+yzl`x0Xv=Em%??5W3RbQrSw?vZyj#DMhS=U&ypr6% zEfG=-MP;WD3OU7hcv>1NEw1WG++V?7U5%by)v2%}56t;Jhu`ZC7}FJcQg4 zQ5v!vt*@aK0N<=J2!J(Z;8~t|3~gqynN9R=A^a>e%TrPeG>i4LEX&IVm2RoJUfJ>> zlnIcvFf;6$Pf^LT3#+Z5Wmpcz=ew6r5T%K#k@$nv_1Zac@}pJvc#1m!NIJ|j|ib_O>QS}VD503tw;=mtkj&?!&i zSsvn0wJy6HQz2hhspBn>C}LEG&=D-G@N!X}k7!GNtJkDg?W{%Y@Z2bookr-@%6{vZ zb=j~okIKsKKcxbW(uiOyTnn91T!*gVktQ2-di36OMT{DiMfGr@3>N^E=?%qjAuaPI zC6&oWM_FL!tFTkpjjGnzl~hl!Yq?Xf)*3+#wgliT9=NFpvYjm0>O!IhITXLWSgtmD z5yX*DH63}~5WeTgtfe6ju3dVx2Wg#fY&C?eP&;zpW9i^Y-@8icnB*miGs8)j;`lGy zW>QEWYBm+t2Ak#eZ;H&1$E2s7N&b#JG^Q1j1bwNrEG)S+KQ>z`FB_;_zA45N#08{0 zI4G5pbG4;*WYz1d&;dp87_)fcM?p$$$XzpSgGShie&rnkc`t$|0jD=fM`TMXm$z6Yh@1Qc@D*cIOrvR*XF*?ROwB83=v@uuQy zuSSxZl=pxP_2VmVinLAd4WSWr=5Psyt2euZ-NbugaW-*?k!L_ewSnH8_A)3nsGNk@ z6`3fb3^xuk8XpOFD`jP;KIWqCMbK?wf`kl~^&(Ct)Ffn;`$R*9HZ1nR;vTw+|MVSx1^o3=PFw*Gd6Ym$vxO(A( zU*4f#`C!`h0!^H0fegJ>YGzoOB7HwssUMRAX^Ch@Bj{=R5c-c$K8%k9O!su zDzi#nQt$XMD<$k_$U>9~PK6}@Nc5Ft{!n4=1dZ1NauUAO1M_OaxJ#=+>V#5L_9t+g zP;;hBMNp)C3!KIZwzJ*6>N(()CF+$s$g$!0yj{B;0`0A@e z16_mq6S2y!WWH+pj;6p11$gvODNur&xXAS*>Em+OgM3F|?+KYmzI~h)WI6Uc&YnI- z6?qgbEx{^=;PHyh)+(qb_v?h3m(B$e3_F~ z6HEv0Z3cG{CMHeW+)}d;_^2&4EQ=BHHef7C#K^r9j!9n1Vx+MHQI6c{%c>Bs`siw3 zB1M*-wl#V#8r@WqYRc-yHOW``BAIzDNgw1(E%8kOBZE*gNfaZCCdEKxCFux_&#{+U zy_gMiyw$~?pd#)lB(F*j`DF9YCkcEI*b%vw8(-{6Ma^pA^SZu;(gJM`x~)VoAHy_t zR8^SK%}U@qI$HEp{ILLpDNeQ%Q3BAIu6JA}37+Un9A#wM>01c-LrBA{1HK~Vq#LRj zgvtlrjJm3D@5baS1d8^m5tz(>Jp|`lus!bAa)RjF^x}&cElmUAvyQoVY=iWk9Lb)n ztKv~bJ|bErQk59@7YsClwBY=t*LDq&>e$9Nr_IbK17i$eq=oyhW++`>)d@fDh{;tn*edxB zp467Mn%O#?A+VM5oCpglNVFwB{ZLUMk9t^u=tpgNf?y_qMWJ??acPh-*Gi2zSO3be zv*1a?uF|8)TVdEy$y0hXD(%#xacx77RxB9T(^;_Wiv{vv%a^)bx#T6J>a#!^a%W{P zMJ<~g&6Pyr6g!gb097Xz$oEsE5k$6OZMDdUy({>dOz@=L+vfWpQrkQR5=$p)LJ-`a zg{c^JwG($%HibYaRNCK!MaVHfW9GhBGV|QZ@o0g&I!`ImkgBD^;0(x9Mm9NWmvEuL z?1jnWeI5mA@7GKn@&K9(rRzKLkkMX{JCE#k(YNWR*yOvhc$mZUgFLm)}W z#nNuUO0cqbXvrjpjW-Gvp2rGNDsQ+-G;S*dXrRu1Tou>enn}@#DzvszWagw@1ZG^Q z$u3`xc1@ES&yKe12N}yBXJT~o&~_JFh)tke_j?^kvLm-#6}PMeE&cXi0^8|A8rvj? zlZ2!LBP2X~X96sh;hFf9g9kZwpmX1xY@pXBry#R@Kt|o5B;UxZdA_)MkbOw@x&$8%#8<2>+WL?=Rn0!6JYnR)=-2qNJCKE;x&!vD zo7W8T;F#Td=88c!xEvsz!CfmUTTYx^Jt~#ZPa;#QrktJ3@LowU(K&mOr4hrXaPkZ>cxP;O)*eefKwivPP z1M>>w1@Xk?k0cM-fOPc5-|VKJ7B9$q!}9oP0}*Ejli;fYCU3P#VCfgziH77}tSw!7 z(CY+bQ(M+c2H$ZzNlnP;3_NOqa>~YjW8W!hFv#~%=2T5dDY9pm%@#2gT?VHF=)^6* zSXKg%7q>YSk-PC=TL8W;CNh_0CdX!TfLLym3c=G(xSu3JF!wPr4|%5umE=j^Vt188 zWBM9#=fs1{TC+hA%4mBqoI~JRNUN6QoMF%@f__Mp!@&~i&0{nSl*mPn%HpD>$p>jH zRg_G|U`XLvome)p{VSta#!#Vvf|P`yYo3hDQ-&!NOKG|UQdSo>v=T{o)c!9$;MIAyCvgsRw+!3Np_$rxgf5;(o2Goqbz4H>m zYlhm;AEs;rKNKQz>~;_wdJc53jsdQ+=)O;ZEJdeY%Hr`tUiK_<7yK zQ1@^__wWhb!>4r*Pv{I8AJ#ow&^`RP?&0Tj4_DquNK#sVK=<$|-NX0l9**9m!Q4+D zJ|VMtK=<%L-NPDv__$nsR`+m0_wYsC!=KPS{2ATDujn3rL-%my2;p6!^Jd+{XLS#M zls;UL+5G=>58tnQ_%YqX&*>iirS9R1n+fqs>(^->_U1nUuE2rQdi^syQFlOGi(i8W zZyKb}qi&5n@1GAz4|5?LUlhWr_)vhA>z`K*y8INRHx2q1#(%+qr?aG3e+55vn?Rfk zi(__n)%=Hn7%H6pg;5)hL_S_>g!F8f{-x!^Hp9}sNYYGToT%G*I6!H;LoYd)G zFiFoC9#OG=MZj7CUtp4tVdj66RHJ=91vsC5DKj!n4wp!2`K`2mufNiRBVbcGFy<2p zJT;jA-vs#MF*-b;EhWu8HAwYz7KA728b$T`7f^o5v8e%kSp@Q~KlR9<{xtmm%p-$U ztNJS<_;wZIvwgntL{f`KR)J*TIE~u}{Y%+ze92B;4k)ivT`-D22HN@;(UpWy~_`XN-MS3Juzgnyg2k5n`^`_T38YM^^gXg`c1%$E!+$#-mLTMFw*NhKm z4|?HD&}_r!SmjB-6?P6y&P=SjePmV88exchrL1lL_QCw$K!;HzwFUM#V1eRK!smI7 zXc}&=bOHQ347gPSJWS&3E{I>ni2F#OBVj2?&E$);$OZjt7=1!UZ-=niTm<@GG4!MY z9j9WE?eHQ^{5x)9J82@>9*1L~>S4`EBHzTATL@-hIs6v}qzdGKy#|~rNA_RHHnlss zr^9+qvEXq^?y#~w3j^~voj%u6ul4vNXIP9X=5!##O(PQ%3I7<3B*6%rX- zsJsdTZlZv3=W+qN7K5#)V6+psAiV-3?PEx>!NX|{Qu2li`b`*pZ@WVVKoPPG2S|5m z4v&-3zY>FwGw@iX1%Y3Ufp;=sHpUbqcNIq60e&R?{5Bz&e242I;5#ws))xx*y zh`STS*e2)%A>$){Q`LVFy1|f>weIP_P5{*8A!Y6F4|Lf0HduvQh=%{jB}?~ zowXf{zdtYXBw>%MnvF@mF^?G-VLVKyW%cJ-3sdVMANoDaPGfL777PL6bj-t6csf?=sMGS6 zYCR}NFz3MuzBy`8pl|O$<~}hkokic z^WGugei*||un=XLF2;s{{xJ;Avl#{RBB$>P;lo#$!iS`sYDU{VVv{7|1P3|6MW`K` ztujk)b;_|Sf(DlKZcO2p7!%Hdqp6)$7y_HEJmqu1_hP`!6%WQP0!0afPXitBehTC5 zAg62!cregMi>+?m2RYbr{Xq=6F9Xze+~p$pX^cLRg>JKM;?O^fp(it;9ad7jiJ!+! zY+#8{!5l=T;Q$bb7TAgT7ctaE2G#M~4G+GDx5xSz#@fP%|!r#Vl>-o`biLC5+ z`xHjno5V{}>f#Z@t!w`t2H&RvPx`hS`e!lv26_x#B7$qV<;YvOvbdBZacs) zV8C%Y*Q6qi0n2utHP`$fW8ixfV29D>&oJ6f70rEs`3sD?n}y3#?u!}JUt{D66}g}_ z{XYzS5F&Hz>w6lJ80+R1CLdpd8$koP8#?iAjR;qGYCf!~h9yKw#0G*R51qfrdOzdIJJ@MxoG}t6Cvm74KPZ$(WE16!r&XAidJAbP@6H- zCbRT&z_wv9JleE8xGhl7gmJW?1yx<#HpQx&#h)TPnsB>gV$pCgE1=EpNM}i zuJPC77RDPv3x+-zD}A~jgGO{K$&@khezulc61poGew%p+v!d7+ApQDtY3?V_GbQU1 zp|i_*rsSpCyRT!CBd_4JOtL%@s$V0`MM4=BWwjK@A(~bbI)%zGGBgA>c;YEPW`mX+ z3p&%_v%!hXaKW8G&rO&fsi;cUXiS!oBB?qM_9!N7eGFoZIAfXtsf&@W7i7IF=vE<7 zQ(*2|%p5PIvUPh*k&!K45y)7?WYDkm3C-CIr5JC-82o5*%K7ea;XXJhM^w~xn3uSe z%FG?P%)~W;o3~&}5*=rABY=Dl2I0;CWoM$*fm_m>klQVCBs&9YL6xbbKNvM6v;urR zi%D7=%O#sH8K;kNL`_Y={z1p@H3h5FXeutHGL^5XxF&G)5~jpbQv%2UgNWnR#F0aL zcTEe-XvQm6MrCDHEL^jGC^j(i{g{SCyE&?fA$|x$C~O>=*`3Po%7m2qc-)dM!(i)pZABZ2rS48cE~puKwk)a1lrK^gLg6KN5ZiMwKx z$~FoL4~%>WQz7=$Nw49-HoQ2OYkF#2N~I;gr^YpblAptrSoTx_wGrPwg z5TvT8W#YEjHjKj! ztp+@N0ux|qSTVwHVFZbV=?!bv%pSjYr#G< zSrQpdENv4w{8LOHd^E!mNpv^tG@SsygaJq4)503;=q`ATqjpsNl?G&?9>9k-tuW9h zmnmWb*1n8EMC*ZjUZgdSrVrC1s=)L6Fs%jz{2eC1(t2WquVMrqyr%3n!a4de16&r> z7W%=B*y$EasthH|0Hbci+Q8SpV5-Cw4f)8Z)qPALNVB5hg;ZMdS2VmLkns&nM#4(= z+?!(jC&my3-1Mq&5mkAPZXBe;y+*)dNtLODDx-kK+Q8ZAa2A5H=Oqfb6Gjmv5@rjS z7gA}-7cj2~WURnsB&=i$IK?;*V~Fle)N4iUP+DMV+?%+R%1pj{6W0W8F2a;px;FyI zr2>dwe?ASn$k%E3tq2amYxt%37eQCAmU<`r0UxU-<&s}iR=1Be8k0WxCUSyf!y$Gk z{Axl2_OB8s=aH5}NVPRaI7;zWB`kb;$y1oN+BFvwNRu>?Zlva zVnOf^xt;o|I1G$q>}^aKg(3G~$T4~jn-3R5L1fZF1R|yTG3+?o@?agfFz`VPyv23` z&>F%07;t^$k+UPTYaCM_ghBccMv@PF_v3k+o=pfRkVGM*oC}lp9e@recgRO<>T9Vp zI2?Py;6x_XU3!&xi4Nf4A z*p6i;q6|-3Vp6;japVgz@_5DTR_o;m?vEG(xPyT;X%1O@3lt}vu!m8{(}O*SAosWd zm>u#t1n}b+csu2K2+Z%sn7e_{Za|zQVyx0M=wc3U!N>;$WW7h=(!lrRG%&QhpT-TS z=>@Jv_Z)`Y17981!i91JcH_JCAq4({fbG{`NC!IkUKfbY(a)J-2JS54lmz)>M9!bC zjyfc5i0`s6t)6utFd)56Ae)b()EA|ww!p0LZ1*R8eQIUE}G6pbwJ6=is8{j7YEs5p?w_OnVYG%j;BxkCK6iWLo<@+`!>v znHtAhmZYW6;+Ce9{Y!Ei$da`3dEClF$&duIUwIZjq=l^eC28ynxUtvk8Y`E>23{s> zG@h%jKgKN@*7-%y{|uw=*$1B~(1Qr4L@$qA%xvkE5ibdYQt7|+3U>ZS$iJ(w=udLjFN4<4&#G7b83T8+Dhu&xliosMNFO( z16F?)9Qd#FqZ#XQhr^UI$VocEIp&7)M;@1kR^o>C8VEFRJZsee;<^xnPsjd1PEW|; z0cc5NbqQ|ewQ(!vtu8IiCf$h5U5=YO;^KNZaCQ}LYEmDFFU-xgxQQ%(R_&D*{w%Gc z_R0O=N*;q~HaJmUW2)FpM1jG|Zp17c=AAOXuTT);DP>TTSlZ3Fr3dULJ*Q?~g_}`k zYum0Ei|96t_((NfQIvIlW=;oX9LcH^yU886$%(jE4hg*)Lr=xfwjDl?{57}@*y831 zl4P&yOZh&fSX1rYN2bHZVk>Myeye04(_-Xa zzb|Aa4|@6*%-rkf&8|7h5NR!0(3W)g?YO}X>G17@KdI~FIZ1`-7{hdY7onkS6LBlt z>TXS|>?9A^5D-4<)&_M7x4IX%`Uci&uYIcYd>?M}0d`NtlG^ViZss9p`^}*%vE6Ch zn8(hEmikzEt^;e6v}2YjL76!gQvH%pmn_X^aI={MP#ocykqJ+4)6u>v44@*2#@R&$EI4dUxC;&zyM1Gqg$d#0Za<{L2P&UADl{lzMt zD>?wcyN6M;A`+0YCT7c6L?lQJRcY+D0!U7!!>AS61O~{R#pJT1#t0ak@&id9%+s`% z2L}!?uzdfv)D?uF%+1V_<%A)raKgP`e=*$)m2a$#Gm(;Xo&6+8FXd?5rEADkFKLr+ zWbWS$UjgqS2WiInKuH7o+1UgPI%s229U@aD`Cnwq}U7V{)- zXCK&^e>hkQyMHT2r)xrIF0}L{X8#Os=5<4weRhM-;|6Jeb~n82c3#BoP`ewZcV)Nu zlA*<6I#+g!1Kc82-Vl8&yTR|n4L(4=`dDJ4`~lp|9yt32zCxVgNw53k3Cnptc_+rc zKQ?&#(OpkX(yM+HH}ddMLwinp?=rMk*z|JRdpBQ-hL_XadvS9+hqr{E!l-ml z#m$&iIuaZBAcmib4Xw!RZfxkMaYOX03C9uDi2t(~pMFHjOohA>0m5- zjS@oym-|;S&E|X#r8)_Dn+Qm{#wTzC$`@nik(g0w)y!|Xf6$f+oT{uzwEJyqlkpLDY}^OaV?iav)i_h)RMC;)R9UW zV>um*7FRpgn%J{9C6uJ})A}HQKfx4kuX&4Q7+l~uG?eqK0FWgsb;hKR4gMTsZsV8> zzJFB7IJAQNOEcsmcw9vw|1XBzSPy%Ju>J;PZ6jDjjKFyj^8OA(?ua1^Yv!vMbbAb1 zR5f4Az$~hpf5n(Pnn9}vsj$T*`tKNYX9`+W_20y(V<~E3P5l>!6^JdWtJ7bBQaA+E zqS`tOqi!n9_&FHtp2#O*%p$#LB}Uu9(1tLi3o+=<6tt)zU4l_}rKrrLiiqHHjJvU@ zrmwA|WyO5)w;Z)H%OY=d=D=^-@?E<- zy|6Jkoo-C#I&=aJU>h4S?R)fltvZ5AIsy_4xd&rUkUL|{b|KJ~4ZQ_J%R5d9waO|~ zyW=DkR)xHF#$~-gngg-!#Pn^mSuK$2$u<^Upd`{9$B>&z07jQeEHPxj+k^4$PFOW( zPD#+f>3$5eIUWYgikA5l6QT}cJoq-xs_UCU@7ID_Eo#l6hcKvm^u9Wn0z9q^JbP|h*84d!G@_|mK3M&4F z>5LK01OnFh1}w%c%5Y|?T@ss2dYy*>ck-*@!ejwx1u1^kS;MH?=oeh zox_mZ$?(wP_dgcFoX40u==TK>85c%zH$s~j^uF}7)ADSuRTV#(wE`Dq+s61?h!A3r z*cmXwfaHi7_Hli3#7y!8j-3&^f@D@AoyRcjW_fnBf=mox5#zDzRfo{k8!_g#cE_I$ zju)2Z6BrWKSzV%`;<9`agH9yt1nCQGE18OFdMk$B(p_v9H>YPX;12p>$}pYkc@5|> z@&P0qvsYMEFJe%BcZwv%akvk>B~Byq-6@)~>S(`_K}^S;ilpu+JE0mB81CPWDcqVh z+_QE{xVfYkeJ@5Ft?@CZJtD%<>NW{Tv43S4BuH>=~aFtW>@#LM^CT=o+XzZEKxS7IgQEn5vCgmI<{= zN-K#)ehg#XO&zv!m0Vb#KQ=IuK8|75F&OLNfdTy*1{zJBs9e=Ckl(-{{CHnU8zjIW z=uJM}7nM{Mw>B?6fe=7-pTv~ilchS+MoDcbQQoI9nrGonhgmq{{nd$f74_W|PxQ;uE*>2Lyryoc|T3 zkR^B*0sArr8>N>tgM)2N(cfYa{;8u#5?SJSjfUSSlN@kic#uDJG*?ljI9^DK5)~lM zuL{Kb^^^_^#kFQVXWq zYRgl`R#ay>riR=`Z9)fW{hJ^y9@sg;qLgF?ap2R`M*8*fH*iyL-~my5;)#`X^4t7R z+-B7~2G>E%fqygC2#)%VpdN~cX)aO2-^L9et^{O_v=lNGSEpy(fVOF0PY2F&wKiLR zv@6{Dw?w?1jaz(Om7HiVxW!AsWip1JiyM4xwFk$Xg73`S-6d`AeB9iFH8`p?=n5xx zERifP!fjP*!R##DK1RREf}Q7CIeKH$vGY5|rMO++Z?=O@02g$h+OBa0Zu-GfWjR;l zwjP05#;BC7*`x z!tETEqM1VtFyhQKid&k2gR7U`5ZB^{Vjo{(=4cHfp-GHP@$uD?s_V7(fZu8PjhSW` zcI&Wa!tqHJ0okPwBZ^^}p3>nyjWN46}jz*3uYa z0rh|eN{%auvQFitq3SS(TA%F6q{d}I)I%7FUsc8{L!yMxwdJeI(juy=ZlcwcrBhlQ z^z(Y$@T(5)n~A$zTDC->#Qs{=)I4NWvw~~h%03UP<nm{#4NyxuZuH&S1?vNheIi+TI}t4gG>A#M81fL zx$9xo4mdq&?-fnqjTm8#bPbe3tsdnGjIypuJ$@2ZmPV79dOgsS7-)UQ(1gK~N$RZ_ zX?1hfiI`_F#Hg5LU?rO8F~|lI&;mk*yKAhVUc^valh~VPN;iTgLV5`!t}_qc8PXnL zpi$A~G?F6P;`d>Yb?W}M70?f0pf%zF&sjqm?=8@|-ic8*iYV#11Eygy#rjc}R3 ztv?!C;Sz{>7Y10*0e}wkt}{k@H%8i^B4rMPDOc~sP-|nT$aqXOCh4az&PEw0KIb=I z(jUZFcasz;iU*#OC2K#8Va5qe(>oqCdre3dXjY*A)*-7rMz*u6pT)rJR8%vti=q8I zhF>!W$@JZ_`LuMbkYB_oqaZux7WnkU<$O(i41@4B8*gwjk)beG%4;@MQk^aDg1|?k zIh!H-v=!(^zlv#EO)m|$hxi1BxHAgo>;ZlY1B|j&4s6lcGV)0baunm8SZcumeH3@ep>9c(z}%GJln3)mBo=tGd2dEr1s2++5Uhp!h$)#P0Mu z^G(;r}l& z=8h@|RfuW1bN_!a==NDyKMX_Y-(bu!f?1vu!o%*Q{+$taC<%Pk1S?*D=}zs}jIcvd z`>z;w2VL$Bqp*L+pgY0Ofn({0LH#C1g?ldvYPkc;-l4Gn3u67)5@VlJtijG`~DP6k`XYF?Xc z4o=X`9-jZJ5A-N4!*p-~CUy*>X$?FYDs@Y`W|Q^Q#Ta%xfa8=q5jFxR;L9-ZUgIj# z23fR+D=~O!S9p9pgamL~fnI|#*4qh`x0J~6dW^KuR)#9pjTmdQwb(eAD5;w<-um6b zUaq~oUWJi1+sR96FOk}97;mes)bxmVV8or)vXdZ139iPdt7l+C8iMh*rnUw{tg{mx zYbcS~It;YIR%Qy+MhtbYwXhhLD5ZNb+(x-q+ly-}#@cEpE~UjpZaXmIc3ZibFn3|h zyB;P}y~!bsOibF`A! zc#UpprKB`cKVoeh+;0YrMo{j;XT}+X@l?hcOwGFFmU)Qp!-qp~f-iNX44UIW4`QIZ zMWAlSkTB2P0}k_A9ZbhtAm7-uZ+#Zt!gS2aSf zR`y%R@@rR2wZqDMer+Guz7x(cjvz(RuK9WffE5KtF~A)(CA9TuDj z2P?D)viZtE6Y}};Me!>F=h;W>;L>n`ajzt(A~0?Q;R+l%hsZgI#Snu%6t$m(SH> z7-Jnod|}Z79j3ilt~PoRY$oIby$J)Yjk+NmjNyj!W{gwnwSq@`@X;XLjmtkq&F=sI z4P(f|8o5|Phzn|mHBv@h7~BjysC!M*BdGv$#WT3^Tk)PRDNHtf_e#6I&ui-9U0;3O z7jfOYU@rE-%%$sD_!yUhBy;ae7~ytwK!CaW09U`0R97w(GXs1d23SMm;z=x*n4vU3 zX}I_Sj8dW~=xQ)CCGW%-qap?!ck&4NQ4B)mp%$fNLGJcLArWra+0P|2Iatt>$+<@@+@1%6}DC zzGaquXQ{25wE78L@m4Y>B>AcexuTu@7OuMrA3UM}BrSgu*Dl4i%gX6RCX7#Gj4d(- znLT0Sq|zfN8syviXE5L<1rUEMVWRGH7)+%OlIS5!Mm`f~%b;v!{UHY2kWlBw=oc~6 z-3gREi+_q?Qi|M|`x1tFHQl|<*VKLMNt$*!9h_JVPKe{Wn^T;x8J|k`u1M`T5IpM zW1o{nciwx?-uwI3|F3`j>tFwRA#B4M^*+^N7M&(5$Zr&XCx&}Z;I1YBydl<~#8^Kt zSX}BlzrG>j--{7{M-X{t4fa^H@HT%xMnNjT-T0B!&_9U3UK`E&)zY>WCHOyLjNbu< zZ*eV9{_hy&8wip6^U2&^$CH$$^kDyA{Q1|h1fhR1Kx~}+)HjrW=nK*0!B;V)P0V?* z&nb!jO#JC@;m|?50-y!;Q}Op-O{|?FuV3nC;!nSp454?J3+YCq5xluQQiwsY{=9C>l-oFH?X?_#r2`KcQ1_$elqaL&Y>iaR23_yExlmAdA)`0TE80GD&!Q8*dJTKLc zVi0?P0frexf%MKChrhZ-QzBwbLPTChZEeJ8zj22BkNGdRy)TRNzhL%5n+&fTOP=E- zqp6vV@bW2oELpu08k<|(T)nU+DN_$fFK!Or3(crNE4hnZK`IPARNb(gvF@DibAGE{j#aQl$SdUjuuIOP6&k(zV%5_ls zh}h)Yp$fn2(tTKh2>VK|#Y^HqeLsuK`8~%piF{5UjzZB!Vq1xK@!ZV`RtU2k6 zF0U7%3H|2%Le`oUvehe|sBngGy@2ujb20rp4aRf5SX0oY+5F`g=k3R)5MDC1B(4GZ z7h;gFm2~w-2^&HFrTE*one&LM))&J!l7A%zsrHwNE?Xo0YcY~6p0)?H1@&8L!!OIf z9wWF@cfE$}PhaU%cm0<_^LYCh5%FoM*#;XC+m+d@zY-VbJ9X7-zFCVYN?ZA>F<9_= zeO9;vicmJczW)6f?%TBuz6t0*jDfyeno_c7XhQpsW3<}}&2Hv78`(WB$`v%>{--f+ zW$>^I+4dUuVNHntd5pMSmXwGcOZ#8O*pg{UxWA?n{?{?ex9PPi%WH671{_W5zlni< zKij0zOl8yhZ|gDZn^p$%zmGAoYq~mLKI(p~_A;pdV~qNHk8AqoR)GI=4ERo5hP+4k zTQSc5%`Gs=TvpTHjyVFi{&=89TWPm0FNJQso%fS3VS;}Wmm}-_Fg4-_r)0^#*r8O=tE5t?}jz`y`4*>Tpksz;?9vrimH7!F63szD8>JJElFEe z@(VHYdYx~)0qm_9_PbF*>K&xd1o2;u(bj829sk={c;AP-5yMsiKr)}dCh5w}OQCUo=a7@pa?~Yzl%{Ciz@Tov5*O-rgK3)2s+091w$d=a z7UQnhd!N>@--uyR=ZG*8i|bsYZjJrT7<;oZdTEXPc8qM4k#=^iVc&^idlL9!RB}3! z3?pWAlc!GIR5QOD6aBcHtwo4!uPTYWe``U$8{_v7gsxtY-;0S(ga{I>T4%o>Q@xjN zrS*Q)C=iWwJ;vG^oSyc_#pC|r{q5a5M>o>F??g9a==Qe}pX^Rd_Vbc#HFeE&CH6NomT?ShihJ|!-fytKicxoHdHwTZF~u6&(Xew} z&SUtyC479~>kU=%I7a`8U5r_G67dZQK8OjnEy2>N`QuM~;@3VQ|NG@1#UwvSj|$q_ z;9rapH|)B3yB(`@b^a4E@OK}LW>~*4`k+vrJ-K?o*FFM}e=0_EHwm~GXM@v0;g7HN zO#wxwRUd3LmC$!E|6&Z9>4n-N|I0CQO}lA}_^*11#rflE6^l;(=%vWe zqFu|7O#b-qh9>GxZF1G%ziEyX&i_gcQfdOA8R@UaNba_jln(5|K`$GpZ%e8FB-GrG_Pnhd+wR!CR;si` zfHwcFxa2=^2@oi?S)pzLWU>&YlK-6qK|{Ji>A4lbUyBL;!0g#LlMQ0^2Orj}8EX0K zG3ZVR%5AmjvTf5ZMwuOvx+6xz&t_sR<)gT=k65|bJ# z`S;>7{}A2jpjM!K~4`Rq;7+;&6eeK9fEBudQrd`W~0LI&mm~kOgMplq0*lxS72^5qvgbwEWH{&vXuOZVLL0H1Fy8pWv?uVI7Y!32&h#}u= z)v<|$LGk{l7)!4KRfV~Hq%-edLoLA1Gm#C{&tMI-J!K7vHxz2ynBv} z{}zM(0A<8F-oE&y4#oW6V?-XmVLL zBPABv?i17<4khaPIN`0#l-U=<4jhUZw4 zSIj>8qmMrPb#q|Y?4u8#nO&Wa#!uF8ILF0DAHKNl&Zj!TX;qup`S#IY{^%S3*hl~D zM-M*yFxcW=BlnLd2`qx~O0_56!}_(vao{lh;q z{64~By#4hLZ*3g(w@;2wj<))nJNI^aI|uvt_16#0cOQNDr@p=RosT}eU5EMYw})>H zu10S|G1uo<-oAD|zr6U$a4iA);jg{*(HxpN{Q2J2UVrmoZ+&OKkH3EO^A1P+GaFC1QP;5yJ997Gc1|3MBPm#AU4 z-(*@*XfU!o0~XxV5Hoxy$1uca9(oDlBV$iz7i4_qA(tRTeja7UO>q~+lNkJm*<#x- zeS8m!6fX;f@f*jJ_p$XjvZC!gkNF&4!>i^PlY}pog!cxC`rcfIu0$l6QJ^VaELgUA zIDeWH%)*gIY-=)|#2k6s!e@RB5roLEA6{=_v-&X(M(xXgej(>=og8ndhJGifGdU(q z&Q`6M(x7C8Jkm3DkVm$1dn_dgk>NBL2AKz4TT=qP^`LHUzwHOOTeE8Ud zUVmqNwV21C8jd{BWv}>EIugq2GLD247CGQtlKwI4T$Fz-AqWf4 z-n$rKw@Rd+tY^nz#6z!d@?Z%5Ie^cni{Ts+**!5QW0_Do-5wPer^*0+oHKy=0s&QJ z(oMLehiu2w0c6`)-`!Pg-_5a&#v{+Kcqqh1mAhYK^zU~ZQ{fJgkTpKWX%9-CpD zH?Yd~T1gT56&RV&{gUZu3&Tc?7Co9Dbd$v)kpt1A<*4X=l59|%lBI$oOIhE$JNsKo zica-yP>5aD_rc-D!KOy-UM26ata2b|EtQ%Pk4i=X$D|`h-3beGo4992p2h%Z*(cH$Cb!9v^Y-uqVnNSD) z&Eml#rnsSfdMLzxL$EO-ygx;MBI1bTktq2vQTe?ZL~^3q`&+mG;tCfAD2-*s3A&C7 zh0sp{dV6p&)2WenbI$0&Wa5qa9Re{CvAGC3(o43l(+91$tf5;pm4gdNy}0wTlb!LW-vWQN!G&2spX{b$R~dCUNLmp85x0+2$^?Sh^>}ErUOIBjnywTRE|3BRP^5qi zw@ph&zGkQyvNA*rJ`xGw#mgzYgrc&Jq-hS%;gL#Yk>N>#ChJFp#+%;paR`q#vcb%p zs_bl4%uH$rhkSVq6%_F?6;l3qALknXq_}>JGud^e?BqnQXPDZ(NTtW;(_6B^34fOzgS(2-zc-m?>SGJ|-$AYtVrdX8O_L5FQ=XG4cWl^lT?6mQ{`Q zJQQN1t=A7=vTZ#Yz-TOzz-$rLCd%I_8mXX&FX_~ijo!CZ6VEn@sPGme0DWf#pzoBO zn=9$ND*%1B1jX8!{>lDMG;yD`?1Tm!43&U^THhv>Rf)3`-}alz@(4m)DY6?YD&TC9 zqXA|KLuj-Xxy^Q1NEEKXv#mw9bPt8tGH*M_?K`^P&Cc6~xCVikpX{HRRh_D+*=0|9 z!6PAv`4p12qd6{+QlQxu5r7hdsGl5-f3+9|(@|NaJ{-<)0v6VH(i(_D*k@5&7?#b7 zD`YcOfwS%*!d6fu_!Le+8qFj0tZR18Az*2iWk+lK73Q{rTe zTXoV3hN56KhyVN56C|J%N7iN6a#$=9!DX-GILJe+pVuS1tPu^cDc|j?@i7RD5Viz1 zot-Lvc3vcnZh=VgnUG?Ae45P5W_J-Zu=$uIMjR-zos5wed_NX0o8F4(d?b<}lo679 zgSc+8Z80Js3c<0Y(E~Rk_=5V$y1Tg)MIBj$N^-0yu;dpb*&E=h3_mSoCRyh@vnlli zdkrk<(Q(|y0-Ju^aI<>VGqWBFu@PpOU$MmfQj!igGx`L42}A}c&(7rZv6b&a5}>%D zWU`nc&K_Z@uOiGYM-IF1Mr4*iCXLLjlqtc^_-vv`vq_HzQUgXFj8z=Z&a9GCab?F2 zHCzgieDGL~@2I#a27y1!I@}s6Vvz+CNsgr_OB!G&+vbP~C0BMvp@uAgBxj|`yn$M7W)+@DUl(QX+cM6T0_wK@;b%$wHp%G2}weK z>NMd>vZLrm`K)Uq6-LpOZ01oM4`g>?<@t1AfXuH)ioL}H9f0JUUXwaug#wtAP})Rd z47r?y9wRGS|E17A7HOP3ctmI5 zvt$P`B2UahD3VD3VENsXls#tCnvGmUBqf(-B-~hb?35(Z?#tQS%)-a6D<3eV6zBOt z%7HPNRh{!Le(huj9BDzcn{v$+l9=D2$IaqGHP==~9T|awqco-3#C;@Ugl=l{z(|C# zrd3<@?4A-To7Yb2&POAak}2WiyUXOjl0??8E0MYrIWQ7ob#kS=`VOR3xD(lhs8C~) zwsb|Mhxd)Wn=2}zNFoCz0DX)h`7I+`Gh^x+%W_$126d|3c09=$g z-o>w^?sOg?rIQ7AcFkHJPivN>Wt&m0fEtse2pl}peXKQ6_K~&1COU&gBCX8S*5Rd; zNkGyWgEXrK`*w%C5-aQcYQ=J3r18|ZGrNbwa`h&F?&>2Ni4dW%p29YqO}5nvsSTj)`BCtP5JxM3^lg6p>r>Y=v+JqSivUR3MS`V|b~ zicMf?Z=yHO+eEY^*r5oaR!}~R9Ru@~` zt;?&q-gA~6B_+xZa0|qeBSS4EANFr!c4T%Tn@NkS3ry5*O{bHo&QSj(msk4w@8SL+? zkby{~kbb}zg4>E4SATZ6oUDEYN3u_sWMk~Zl8L0j1(oV|J=rv3nlc7$BBmx*N=#4^ zBdc%K`;+nH@z^{?`cheYHVd5;R^yQlX#z{Pi*t4sSEey5vV6FgGJGG6R2WoSDhX2R zokxB&kRpsRNh?vavDc&GAr>PCXZy7B>yhUup-58J8lS|9>{e?UFF{x5gS*oCc%&$45nLxinDs=en&tTmg2kUuX0NoTrLOBcuS*$hgwTFjL< zh}=Axyo87Eq`S-H0a7NncT5h@luTYJvrm|v->DT%L6XvV7pq2jzBySSC#6HK?A$>k zBN0jH$+&Ylc(^{ZFDOIlE~A1>P{O}lte8?klG1cYCIM#8DfKGbugn%L(SSUvKdsb5 zCb=XFZ1xQ+V(U_W*^@Vh79vR<;F8$%hurxl!yQ$tEt*Qbu)-*SX{vC{vow`I0Ky!E zr%p^+26DBq)@HdZWLmOtoV&DS{-D>mH&eDcD`^q@*30IDQo71E`x{s@GnLV>Y~)gw zvXpHGxFj~?BPZ+RN{?b&bi_?k3LI&SKdops7E|ms(b8qt$2GM)%p_i26P2WD8ELVWQ=)+*jbv}F_ldF@EyfHD()i8VWMy!GvFAX2*W4m{ zkIq8&peTyT%77*GQ2G2?v`^Py5ErhtJQUf`ss@zRQo|9;7L7cxXU!8&$7lUtj!ds3 z!hvEXXx8?H%kN-&Jhcp;m^? zB9adYIK}t#t#$20v%zGB&H$3lufgM;y^q0fYgF?3e!G0bYhOyi%lPdiI7{KT9q+}J z`t1<6k$c5{yW|f1Hs;O5#%vU&RGppHNE??!qHKuLD*QP1$OfHFBs%Uu5N(*~p_DM$ z6%aK%B^c##KEUL6(mt-E4+s#+hfo?z4sl0r93*BV+=NUX6dA;WRzJs8)Ww5_c;u2g zGS7@&dnZfRkpd$NMme&{eTs8ZVG#pGl8>wtr{^m)vLF#=f5*^Z1CyRJdqRL>%lCJ+ zYym1+r9Bzh@ErM+8>bgen+P3Xipw6ip@hr#K22N>FwG@LZ>*Hd0FujCyx0eHcz-Gv zbm|dzz6Cc4MntlS%_HHD6aAjxNW@@4Vs>UXK9Z>dB7^vFFeF?=cI`t9pYY!$cI+JT zJ_sLIv-wpqweKz^kd%_D_)ZcS6lzC2wvnJVU6uC<2_Y03xm;b#a`8D1?9qAn4s~4t zkpbIxtu&If^79?po%^Y(77!wf*AzX$LGR$UKLwuM6_5ZY4)IwJ?svP)S+R7f2aQH9 z$^wVB5?P2te9Gc}Uy&>tja>iGU0XZ0!o9I~jy$EKRyP!K5qQj2h*|3W6lt%-o z@@IWq@nl%wr;aK@4W!yGK&EP|vs4y} z_~=DMs>JrY?3$E1SsWG_(1t1oz3(oYrD&$OSNeL)E(r&EcqlSDupv95ucPtsC=HHe zF-*AfWDG9b{!*r}m&?1?k|v?a@7fePx{_U)Mdvo95XpvF4w2S>Ch^#2aJ*4=k#n7_ zDPVG=|1;bZjGV)(L$Z-`Eg{j!f-JCQnO_3*#5 zd?gxLoL4-=#{U~eDRm-QDB`=;ZGH^SQSIEi2}TarcVXGdWHB8U?*1=j_MQ8#5R{xw zEssS;bO|J=t_wqWP=TQ@184tV+>ZxLr{SW@TyNFkC9J8xWzDcO`2`NO=!C6t{;XDNQ8xfBW8ytnGI1UC8AHYL)wc>m)m zQe}h4<9Kyd_(!s|vUZFxHo9nCLG0Y8az7y!& zR}+jJ$aFiMCYpD4R<}WoK})W95($}QcpMz%p;cZZasOo3T|cF4qq|jVOftIhb5A`D zLdMSH=LnUojIk7Jq6)jmSSe((yV12otbwGRN7oLE46dcwU$1b}cd*K}b4yc*WOJh> z|5-wpokvRvTr#^6zPyphRdgQVdw67WqYbk=>SR0}jAn9FiE0|1M;jq1Ii(imj==Sy zoJ(AwJ?aB@v(};yW{$APBdy-!u}8ow(Xu1YdM1ZPF7af-CI69Khl(cam*eYgG#FVV zhw8Hg%`EFNGdzGJlUN{`%vC!|psd~+h%6d;XbVDSo&+LgZ9T{2$wV$Bx^6E<7xQom zH|ss7#n}a}IYkb-n)EhW@)0Q+EdtMC1!ilii7Kr@;la`AvVKI>)lyQGh?L6Hp*)L@ z9a);qAd-#t4%zNpOdfNjI!^84 z|9mX+NIp~Au$hUJEtKgy=(3}dnkJTjB{MzmQQ?=%4^^`sB;k2A8o8)VcQWrvdJ`Xu zJe5qCD47*2>P;L|(3@0TCLy;nE+36@v5oa`nty^QJM)sLC=V)P!GS;1iQKxYoKz>4 z3W_ZBxfstJ%Uu$RBfCN;B?*DZz&2$yH52n5nN+$?X=iucB)AfgWEFeh^oz{Eo*e#!hSz4r(g+xvY@ zc70m{o;buuFJth{m?kj_%=Xy{4j(JYlSqnm<_R()@cQPiPdQ_G^Wfz6?v_$np5|gQ z@RojtSQH0Am3x#rNg(U>Q@4uZxCwVC0ZGKNq&SHsviYh{$zfOH6JDymf{$0pW=D5P zDGY~RCyTMTBT~yxeN)bcp=mCK7s(~5<-|D;-Q@DXl0*rc?oJdKHM)PRK(yXy9w@ux zC8;_hQ5Nwt#u)HmZ=g?5$p#p83<8uS2yO-KP5>Yhh?U9Rxe`Z+tF-q#s@9*)_@o9q zDNu5Xw=uV6p=U_6(rnet{A&Q z_)d45aYAR=0o0lM*6TMl8hH@XmOQYD_3?Ou+ZJV^of0WKOl%+wV96||$TH!Tjf=@_ z5iCE*2GY%}ge0T*a-T8G)aCtay;em6!6TR0qsQeI&uXP+!}ezJN=$MF8fA{d??RT; zC?Uy+z}c75-c73vCz}##meC=SPaH6{8n(K8)KXu2e#^r&iq9bvoj+X+E}~>tb|BIq z8Tb?~ zFU9ifE!!4rD2YWLEa|&bj1yIr-7)d7@Y3`Z27$#82pk6r*-$Huu0sS|!zvV^o6251 z8e#j+3C+}jD*xf@J{udP2oxHXgj%+1F8b@IrwQMlWg1=jcZep?$b`g1$dnjnXT3p= z&tZ}k9*C^iC^|mfN!-7h?Z4_c6(Sj7c8*a_*cvbN5gPeclh!A($b#iaj%DjfF_f?* zQF+-&phmC&lAP$dlAOVeUUqQNiq)IegC9)tCd? z^&REbV6`fS#%C>57QOXkzG92kh-5?r=;TLtVgFX>CB50Gx<+0fk8G7?H zf&^8Lg!I|T^G0q5NV%(4X=&}_!1H%)l>sC}p{OkbFq;?~G4z_OeaR z`{8ajRv#}e9~9Fn5#|FCA7eHN{`!~3X-S{0++c(4V#hW5S)A4X_5-XclE3&&8j@_{ zdB-?GZ9FXO!7>T4vT^5SAqSuMWC=tvN_3_fnc`4#W}~wVX$eYRiOw{y9K5!DvcGY> zbFi70a zsLlYA(X`Xxg&W&XMzOyAq$G@vbXZnGb-aUVpMiunjTC7%A1^g))`O*fv1A;_J-A)- zsv5J$dW`U$SB(`4v5`44*pdFS$1o(ImCn!?$*I`=bu+?O#m+8exWI>1v3(ep8yRl< z^XzzmTN)I6c3vq3?{J6@og4hPBhBhOfv)Gu(Ti5taaJuG;nxx9yc&GEWl{6men^lV zBc+HG8nuNHi{X;aW#@QnPgO@Y@<`B>Kq-dk!tkyP28ax_DDkE@KKv;qg2N$xsUsX& zhfNvUWIIVfATqGUp(`(@dVt!c#W@(F<4_(`$DwD>rkE4D@x3|qeuOc}G+40Lr6m)G z<)+?o1>b6HvjidoCBRI|N-T#s#4jaah5L=Ti{*g8njjg_3z)jS`C&YX%2kK)l*p67 zBD4KV3Ryr{X3@%I{IFW-bTh5sQ?G|nKxB~iWFN>M%BSVqQwra}5FN3hhmJ$44`BaT z{G!)LWMjjNIwBvDoYM1D5}D%oTFdu5bz}yLEEsbKEPh#h!fe*zqKVK)C3j^NVupR~ z1@mnsMdyIXfVl}LU2hgsWambc5)p|U$QwA0lkp74Bo(LfPi2AGMLJ0$1xGfFjS_4T zV|HwmWi*gvMND18x;L2VwanR=x)rm5C3{-thDWX_a>v$!?_;ucC#HKQ8I~K zVJwMUNj`Fo%|DJ@OYAO@YYl;pTUtQS@NlkSrKr&)JDaj~5 zDz#>Fr!80wD4G3wq%ZWv>{^e+A`kq<9uCTeH6~nZmgLfYT7{e%izH~seBh4tRm#hb z*lTHsMj}{9K$KW>o?S?iqYIXvd!%lZy;4$*NlDS?QqsGF8P3a98qK=kS`i%>X^;ff zGzrnN(L{zUP^V{+GVavNC%Rjt#iCpo+)}RSz~ZbYu9Zg}TkO@)ZZUp1*QZ)`uOSCU zNj&RwBkV*KbvJp9Nm5UJ(wi#V>#jZnMG8-S_u@loyQ|NEkp}a*d$_~%9DAkZisRkE zY;OB8>4s$6my#_zX@6<4e23Tw&SGFfTNMNSOR@mjF++0!d{|OrT<~ zLM?TON@7oHZ#QCsy1UddF3B-WR#Mx#Ii4gcJ$qnLv*ZCX3xM$?j$7@^+0elmui5PE zr8%b6YvL6S(Xskh&=H;}_mRyGrl19cxX4xuuH4P4fU{%Z6tF=dGU81^MzFCi8X4d) zP{ojs(GprwXk>Dl-&>L99S+f*=EHP;C(Zl$e2Ge+pQFL!gvsQ)yo7QpD3%?WS;rAo zaCYRLs$ejvI<90$D8H)=f&Qi2wtAB5x5KuT58u*?B37uW1VuMZIUwRY8^t-cVRX~U zJ2)JoyS9eVYK3i0p^*t0SE&s=TU>1x4;ByaPA2c`h&nr7PFYq6NIokW4za#BDjp{W zl-YcMC3}Rgm4DTUWRuX>*o$G49{cv<>?~M-oR63cL@lKUThD8Yp&aHacpYp#ukGAc z&g)>wYpsZNAd}d)*Lz!vHJks)RBQ=KPF=U=@yYh~){$aeR>vMJc_k39YziHioXs(M zxR@+-v&ly#&1R*M$u8q6v$8MIcCvZ&aIKm`B7+R*9fMl);OCZFv{JqLFo{S;N&Z;I za)F>vmLJIlOC3Wn@)#?Xa+wQ?ldB9{_`0NEVkada`6{{Oac^sPTiIq;xk@ndn7+u! z6$Uje`l6&beq3W>4ujq+F3yw$Eqc--7a1i!4(2 z=85c8qnYUjo3HyMl?EiAc&CyN>k{E4Wc{rcE}s{xW%MD*iIq=^b8j%5>LbYWt67@} zEgspVCod&TbTj$!KrL6$yNJgvne6y4sm}ZexRxfvF+b-s#PgZiIrhs28a<~eBMK+YvBhI#PLDm+Mu z6|=||M{Gx52@A2vQdyjYm0-bQkKR?GPwnh#aRDSbF;nO2NWY-<58x{8+uO@{Bauv4l1a7Fi_zv>pQ`ktYe+^6_Wd7BwOnB~B|D&9)5HwDWOVEtv%)kHl$~=jL%* zn!=CMs{R#x3SDiAm zDW7Kfd|1kfE=hCm&dx_?dMuailA389A{jB~sTpyv;&k+64;So?t}gUaj%=c-nK?ja z2@n(pB}j2+gTf3qG09rFF=uWEH=JZ@<^vj;(1~gJ4kwR;#BjC~YbLXR4(>#n|J{+i$sR1^W7O^V}`D@uAQ%gA_r26uCAhG zlG&7EP4%dyk(CSyN8MG1z(Zr8?qmoYs2_D@2kJG_1d!BQ6$mFgg06vZ2^RD07Y}jT z=OewApes)aMjmXEayks$e0G~rjov)}Ug_#^GQ&CiE0UoEqYPDxj60C7EmHR!Ri9XS zci+gmhV~U2WvSXtqLb*_Zi3#Ss+ZD*`@(d!tr9Gj<#=)%S8^y<*;N(?MUKkzd)u1;~k2}TmE~IQ@oL$eV`4J|Bks!oQ0xl zBwO#bBo2&Ji0c&9;b2+>(=OQtQ_tnlNQMRjvfITOE=G>@maUhN#>3GBW_XNTQgGG9 zjR`y)62JvRg6*E1MW-qxyS+Iqy~7}|t%uXe0yoC>=ac>{-q4bbb%zrPL1yYoEtEC_ zC8rhUVKK+v!R3T;7#euC0$_(hU_?R?Xg0o*OUd<&LbgTJXr}}t2Rw&xK>x$b8y+ZG zN8zx@VC&k}u++7!AXNih>pB7@r_Ts|f#G2AUF zWlBVDo|}%Y!bPLm0QpQ^?otOyR$ox82s~Z2pdKbEF}^NKWmYpMIJ3szq+B1Aq+*!1 zLT_KsgY!eXnv6vvgETM8AgfuGO=gE^kOtNq*@*!nepOTQGZ$nio^1N1fu{r{ANDYK z^6)W!TAx1D%RsV=*;~*Om+S}>J$Ac3Ny(ZG6dOn#9J!DPiMUuE-+^TlAz4bIl37b> z3$ZdO9UQqN@~Z4JSfHN`@9kQ{q=f>C91^uUj`L#pexhM#6ZbVP(*$A;k8DVr`D~u6 z@oO!c-JaC?X+!G4l33ycD`vPGAv>jO)^D5ZKq6iGn-VZ_TrsTAgYExW7KoJcCtxsG zl%w**?ny5WIkQ>%W-fj%+Zz*t<9BwIa zKi}Diw!375sE5PZ;z}P9uhA$*buy00vaPg{jEJN|rk0Ww;{u}~tOALg zP&N>qq@56MTks*9IHUDP%X6w_NRgaaOtES?30W&AURbr9gd}Gb;7COxyE8~{lF0@* zHBmr}O6JPnr%b4;zb6)1s(#EpSz$k>5y|K|8oB*E+98wmpEY3)*n%KOX>esdCU{hj z8M5eJbBTHaOVx8$EI1M&YG_?qh{d|8tie55p*3hkGFA}*p6jGw*P)*QB0g4fIDafZ z?@#1fh>PM9S=vJ9gxkcrslYG+OYTaxXs1CoYt#_z8ZdHHb|F895kj^j&Cm!QnW~O- z2bWFD{(|6m&91{r4=%-p$(G^8V5Y~--MLCQa#g|H&P=94)F3iDxU1=@9aPMbID4Zj zM{x2+RX_H@T_kyxEM0Zx!Nu~dV(YGJpuyJNY9tay*jaDaVAXznUDbRdxXx;;nZ$27 zo+J}pC0)l<@MC4WtkQFblGj&N-ZedEkyzW6kHLU``AyWWx`{=W%3B^4SGp7J+7lQc z;#UclqtWnuV{&^>gZssxMo^!8+;vzu)a;i*n1#3XAKtxD{?`e-#q zC39sX^3JNVF2o{B6`!~#D~wMxA{mujD~ln)rDDj+_M`KQy4t=vy{Pg)P?)m$t{zBm zsH3X%$JbZ7Np&r~0U~}iVvwIrW>LwI9Wm6j+X{_LXtkJh$HCtH9xkG}D9k@@e)tXM zk+08356`PSWeqBMasEvDjqQs;Fk_HCbf_)4g=PuhIpPu|T32?$q7A*nCHEKVxnudW zXI`~0fY!ioW=fIVYjr<&f8GsCQ<6|OXj?~%aesY$9hqS^Zj8BoC^8@l@_r63%F2#Y z8aceH5z+f9mbhZGdAJOfu1)w1k1uA+_VtZynhVDu30G7>S>KxGFgUCocy3|`Rg;bF z>e0P=K_<4skJXfof}2RRmYki5bTLmyJFCE`FHH4{JlL^b$SQEG#N3@s^g@(uCNwQm z2uVhG&IDsDVh7Jzi%V|Ts=T5djCBXxu~h|#~ zETIod37yYO$kx$k22wen=~Mf&<{f>e4@XJhGke9aBoUlAfhX%TN8$sq2&xK0H5geC zWAH(kYRSeJ^&Ebt1+5nhivlUbgdo}0J9FPEL3}hyf|{v#CS#l%s0IqznrR}kaAZQZ z&1afpca_diX6H+rxhx>rl>R1*Aj`9q{tOy<;2TP*u&%+3QGL_S`i2Ifh(|78gLoES z*R+fVOF**OmSk;a8>i|jyU4br2C)nnSulPq^(PO^*-z13UD>(93|)oV$Q#|@wGv)+ zofo1lEw9MhQ@YJYTRCAZBqjANlrwRwvQXlY%ePQGTdjqbfMoM6G%}fGEYyIJ#kWwm z>vbb`l*?F(Ms46lb{2>9C}UXxuR|rT?>XaLjLUdVy_3=Jc@lFx%k(_KJdbZDa-Wz| z;4*e%z^FH0objsr1&1Jx5g||AJ2n59@8u=;C>E?F?g|HSQ1deVz?f`5s2y9FU zC9XZLGCMmNDMVwD2=jVIH8}7y3NG`zt2BFjcO(H(2=2;m z4v*aV#g;Odo0q+WA-priaIkW7Q}o9u4)id{7Tp|F5Li;A2Bi|C*8jUVZZ)dSBk$A0 zjdi#s0_gV#?-z@!ZC!`inZ@GCu(+CIx0|<}GJ#1!B+`=$Rnh)`xtPt-`QaaW#FHN! z2!J<+OW=`CtkXP>JwrCDI!n=L?;w4SftQdkAxhpkr#L(?${`gM5CsXPd{5d;<>hk4 znHsXNVdNWhios8j zR{%yHsd@8gdo)fFW&6uCk%vYmsd~eNt?!dZMM9`-gGqBKJhCA(iv-eQI4{Rz;x(gj zMAj|fWOl8_G$v_fI1$h$?&r;p0W++@Y9JT$~a{V z`DiE9SA|0Y>02#2dDvXdf_wm?xLkpxS#gajLXBqF6@Yo@H5ikKoe(n){_Iy5fq zsePnWmK|V>&|7$6s0TxIS0xTTh}g0wT#N6;Y8AsuDjg+tI255$P;}ZxJ{$~f3h)Mn z;Lf7VZt+C>ySYXANHrv3>+4S9H$DWm$G_MapG^`uh^!+%MZh{AU3y`s!lEGX`2O$l z5$M^Oj%Ff#2)eMHPjMcBjXq6sLA8%;EUoP~2BTbvOZ=CWv#qkAcIBS zA%^pL#COiF$HT2BH#|lh$s$OyA|SE$*nfx& z9MqVg%#Og5lo~JQo2{5nv!0fk(8~%B2Q(J^2}PLs<%%4i7B)LOEcMu zT@jN5BU9;lO)<{G`zt$n-U^B=7zsHG6wSeElrY)&rM7+qi5ysA<#CKyK{^?njW24c zJU}vPsbHHcl1h-sA^kAos$WdT1#TCeTppaAg+y6zk%*ZRkYvP>JqbqKhZ0>qkv##s z6)};?k2Pz;pNK-Uc9Q0ENW>S5FY)6DG#k}4k?8mnBOAjc^(KE&=8^RkH9RF4<-zdg zSW=Y$v_f}TPL?T70q-c(|o08N#t$<_8TEa=? zYZu>DNh%M81s9KAV#gjTUjsD++CP;n;!ZXO!*lJ=JF!$yltt=UWDz$XT|k!2x6NZo zN+2>I)vp-tkLKrcQnOA_W_L?8P*sTJl*n16a>w?pM_Z@!y+|yX0wWV^$vq5RNtask zpvb~nx`T_yqJ4>7YN-SwgJk2Z#;`W)rhDZRbprx}LwxE9hjwgZbiD{RfOpZ82SpaP z`kh|?&V~wqy0m(WLTqunqM@Cc972x2Dg1oD7aLTCL=M(7rmRP2qu`vBF7;djk%1b* z833pHewi*BvM9vHi7#%JYqJ@CYz#^mEB33S|U>qP5v(?`C*A$V-#mJ z)`vwOpG_yiP};mT*L}X;m}!%FO|J_P+Gi~a1^~If|*)^ zHf2c|>1xXoc#NtaiHjYZ>N5RE9X_>EYbUOK`~BGp?Zlz86t#9zHF3WnE3BJ}fMuzz z8@&3l)=i1el3<;Pi+%gwy8ZLxt^Vfv@w$q;vlCPcT)cv@T$K<@04C_(Sv8#pn4o)i z)pQ;p>5#&p?CZT)li3wFwVEUviM(3Fqm%uejf2gt71f#tNIFbpmU7L^-8A+<1jU$L z09-Gf!XznHCRC(ySM6*&$DzwBTscM%me4b-b*erzd zME6IhIJEPocb7D%y96Yis$)J)*zq!T9Kezqb0t)Fyj3;3D702cy{f40_s1^X?N(!w)Qf9VXES$?Yl%jpYFyNJk7VYyF5=84W>Rr&Vrp=AI{TE7KG zM`JC~0@cA-n3$#-qrq!-*0@%M28wcc24N>ImD;)+gaacD7MzumnEBE89?N$h!-;1xy(e(US*U24Et z3@@s)Z`x6r(s}o&PC?dFPKJXEy*^=SN()KKDou{d-XuS?Yo4bxon5t?v1yIW0(c#> zEr5(em6E%6%pM@=ut-_AT|4YWX8vrUFBbSo=fJL_MUv10lRmQTaM-IPU)HuGa26x- zU}l`CxR>={7LkOJnVH9>di(~xteI(K79b_@xAma|E07q7Buq&xqvC|6tw3TAnFWX% z78LUxRmICTECWcosA0*|q`1pAECo#Zl(ag>umWkTJVQ!a4Eqz6y8>w|U`iVsmmS91 zk)*2RrHxA=vjASCWs{_evwNiFz)0h@TKi;`k(Q50LNC&?k5?OMX-txOQNMcu{qW)7 zq3-y*NBsdPX}ti?zOm{6FGMA=7g^a?RvK9;$a>0EMplkeM^>Ikvd>o-*m!`H(2FeW z)2Q?JJK64$MGZKM5w%!&>u3<>?NVsu}AeP{gD!|drwpHeW#2g zQgo~8*h;#pWAl0z_f+|R--f#PEGgtfeQx)ViNV?YNPsB)b~hj&k%V3KqV=HRjJER0E!e|Modm^i!#&QGh!tisk}hL9x$XVp?jd= zz(`ZAnKK(`tbv{;)+J@HAgLV$%YGV-OLDJ?%S#D4yL%K5kaV7luAbggdR?N0l>*!= z&BY5egzzUY8RQo>2lIgrQ7LJl*hF^IE`RQ?b)Y&$K4yCtfjksYD|)P5zLP#Bfa;hdw5}>5)?n#+22&+ zbf+*-r0|B^d+R^zZ`@r!>fc-6J<+T4x(~SnP}1Va1!kYa4W`+BhqZx)zhB*}oujSw zRjJNEQ3h|aP=5cps-EtXg%*n>p0AJxrh*hvcVAKAk<9afSe(7eaJGaamFJdlhr`7n zxc|MoTOt~Xy#Cp{=~$_-d;jbslF&1Y-qpoOPZD-F3yVb(uX8jHE=J>E`+4`y(E}u% zXNA}*Je%WkaJ}`kyA@V=39{qC=mN*G4$oD6btkLvNLH<~@0)D_XE+BIW8cx`;No}^ zCt0)0{cD|59Xbo*skq#quqvs!=cXKpcztzAmP+t;@2ewN%IP(a`$sraT*=tIc~~rx zc*-=Vfkp%K?j}^>kqi>uF9z>Vi?hVp99fAT+fS?A2pWqdXz=R6;dJukhU;;gnJggb z&=V-SqvA|eR5luJCKEVPd6G$_d~o~6TN}rUEbGc@$vi;P!89ltBG|-8IBOd9Y$YDa zJT)RXiR-Mp8cR4*AwNX9@GPvaY<{R#Cqkl**+Vqon1-?d4Z8I3EfAq$J!Suno z*|O1Cd~a-kMjnjR^b_7F>*v$6qm3LLLCK03P_xEI&SWztIZg{nMkHx8W5Us72c$X5 zAnPUuy}7k#p%*|a^t36C4eG}nA(M#;q@_zGPoFh zpqCGPC#RU8`zS$(Y_#K$gX8?O$Gp{G>%;uz`Uca9$XW7AH(6gF;42`OAE^;xkOk{- z_qr8iTXIZL;t*e4g~7kNo{k=#>j7{F31qFd1tNp=R$$nAQVb8_y+%)zlClmjmcc_J z2X0#vj_AUJ?45rxy1MSbY5(wIFqg5WDtQO(mpCjpj>9tLj`fmlx`~oo6k>~W6P-*a z52u66?Zw4Kq@HX@e*u@|sVcvz$M9f?F8%(_{;K+YheU8G`VP*hAH|OJrbYK)h%T<8`Z;i>H+2;X zhzwG_($`P|eOTE|t5+kDLz=~IF?dw0y3bF5l2iKpJ>2D~j49i-B_c`#LR4vT7}l*S zMhc+FBKkVoIzBnt?;q`K+}$|XJ6u1~iJ)vsR*oy2Jou$Iph+N-P<$ft!c!BNDUD^* zGs#%2!U`Eojjf2mVv#}mBb>@eJN#DkfhYg>>aLeXu748Y2ngT$2-S?WJ^(5xHQ$t;o&Mx#KMuvH<4o;#+BLuP;1ZWz!~Hnrfx(?D(L*ogE*rS@@~UCE8g9n3im%mUw(nZ;8hTE44(zQ7Xx5 z-`nX0zCJs+csQIbuC69i@AgFpLtq(P+#A$nC8O^Ui4r`I2RoNiNs@{isU9fHFft!{ z6h2adLB@EiVK7K!xCI$(q8$gY_m7X(H*}PcZQ+rjCICtHih6dkAJb*~(PlbAlJL2T z@W#`5=9(~^`ZXDQmE=?iS${P|y7i)X;;D)-g#MI;9v6CPO*U80)_-dl(Yr6pp3W1$6uBH>6 zR_Ue;0~0|1Y7yMr&<)za5ZdW^w$RDfZt4&e0zc=jS-hN_E`q}fvbik#4Xr~15&xM2 z3GaRaJ*yOr?!yrKg|o$YC~djlFUIq!URu&HQ+YmlJfFNh8e>h^;u2pfe-L7l?8WK< zCgK)ToyBUHA8X0xKuP!1!(qRFiu>PG_t3Chp^>HpBmAf2msxc5e#4}B7T=@E=<6S1Ifl7d zcdx+g$LVZsaM>S>!kO`g)<1k}a5Z{6%EhKJDSnD{9Nr|n0#bw7MEV%ADzjPvslg;E zmRa6joShX@WLJl?wFhT%apwc`i{i~Lvy3!c3rlL8VI90P#m&69q$)w*U~4rM+z8Dg zU}^0hR*E6{O7ptB>JM;x=?qJV%|bAxga-dnQ;Hlq3xaBhU%e>C59fMa@y)BD7M9f5 zMI67AmcPN*w3fd@W&x0R*)!n?j;va{>_317D6Kd2QkGSR4hb|eVPU1uG=#P3wFTKk zSre6oBNrwue6G`pz8AcqYtIWMVB`t37hUeVl=ci7nJ_2jOLS=+vZ|`=NV7?Q1SDS| z*?164d@m)LK_e3~jlN`XLx^9LVA&yHlVA>yY=KujNd!ONsIej|eQuc1) z$b}5MufzEilg-nhC15HTrwuX@%&x>B9d0vuLiH;l4^)mG=@^d2xt%$N644#F z*$yI7cM6fxqDx9V*6l8vj&H*_D{B{K6;RIli2>Wq&8iNSvLZ;+uS5fdY;T{D)But$ zs!MsQHM?wGT0{~?ipAs6Fp3VBRcwVy;z-hAbno@Dl3GL(Mm33pbM^kIWoyy^k}j4n z8uu+NpFt!cvPardPm9&v!Mi%7!Ae4^CJvgQ+JPXY~0ixu}L!dG?Fkr#q17|iE7;kB$6 zA|{m@8IOBG?-5$ocuG*xMsX0{2;1edagc)~Wn@0*gPG3NE^9spu$E5N|0>VEES&)) zUDO&!v;IS!!CbaAT0{~?h9d)&DEL{{a7s|pMzx4HbPHKptpZ58l$6sbud@OvEod$6 z<={yikt|DFf|54!Kz3SB2hq!VAYwL&>JAx%)%qI)NIIlq zbkH#!4bNpU)?ljBp*PQl)Z>yoYX0bvR~~>6lcbS{buZ}VxU8!yK}j1m5-c`S9%tD` zB6uW=Mk1I~9bRDCI*2Ei9f^3bq>j{E&dT_!iUc`D6jLf(?ao9rGI=$F zgtro>bIk}4@ny@u6B{QQ>1nI%GWa@u86+}z5=-nKA+m0YB|Cdr%i_SugLtImSv;_AO;ct4 zOD$D}N495VN@RxryB_PYWOl2|T<5QR9D+Y*f4sEoxs+Rt|<3OUTMf)cx&~?f&}y&-)t(`^P(X zP7Y3biuT5JpTMJd*x)WtEt6u&R(@z<9uCpbCaYijM+b@^tG#*xfg%SyjNz!$){Q+( zghnQ(tL=lMz4c=yN+(@89HL`Sm@sdj?COou+1&*xH5n8l!^aajtb=S5sRK{c0Ievp z*G@H{&?pJ|Ly-h0TJIc%XFX=UNlKIwi453NC=9`o+1aBKQrN&Cs;dE%`QT_%H|9G;ww!8%Cs%t} zFmjaZ&CJhe&%qwvY<4F@WD&_$uGho)^hdE&+0<17SqVrk^xh}-x~KlPZvXsvs~;V| zpQVcqhe!Y>=-yd1od@{GPk-XqJ|X{0@V>ihUJo!qci&tzutKeRfTTnIu^f%pSZFq> zkusVTC^>%}A^-Yq?J>TcKX7n9op9@)10WzK-}<+=?(FRM*LQLFK>zrz9NVu6vXP|B zK6&^lJn~5v;r8yq#!r$=S>F^gDI{{p(Tr06d+R;DmpU6HAxWS#RiY4DhFn|wn+?j! zhB1K%F&eq#+%+69y|u5ejLJqCp%4y(uwp{EHA6+FH#Q*wAfTil_O|wJZym+A+GP9W zu&_Q52~3H1_LnR%00=0W#WA)U`#L_)7Bh&dOw^U3j|Iq#3GLznN}Tx)xW!Q=Wf4ua&&ZXXFa%?;pVqDHvp3! zGid%>(!ZtIvomN>v{jEwa?GIlFQtjIt*DW>!XznXmrBwfAD~w+U(sE9c6O`o0gsXU_llP19;pi%%vMxLU9C@C(ZFYpmvNV`>t;Rek;y-IndAdKC zj>B^>8@iEN0y+1ISY&u<;~ZCB$R_tv;joP>kbr_+gEVbRbJ<~8bJ zlJV9imgW@LM2BjmHTjc14XL9#z62uKp4vLtj%8|yTI)DU93sECHGVXjPR4TdP0Y|R zFt23@@yPV4v{!BDxoas(_e|^;aBnueHkN!OT5kvI4&li2l04X-%(rnJO`_R$@Dnj0 zxo&M^pSj$5bBN116Lr(U!V-vNdv1Fn3DcA*cj)&tSjlmx7#Gt4u1|_C`{=--!N~E+ zRG-=~psBMl!Vvcvdw5^mL^||wJ{0kvvp=p#{~C-OFYb&_dBRmJNQbr_;gRWSdGaLY zXh^@+Rz!tFbjX2)JJZEgvhVC9M}SABmv(0Bn3F*a7nDK4!vRpMC@CTqRD(a^dJdDvb~IF@H-cUgc7N+uY=}NkmUR1 zK`+)@2TxBJ;y!nPqe;##CXZwE4!x8HBgdQWYQRLu=LeAuIjcHbs|P0c3x~z@ax{~R zTw)13#7ZF?d2YGkl;4Vd;W}7f0+DRbyQ@o5LUqVN1ZW-$4nvdEJYv;#Vo_*hc>&{% z$znQ8Mq?dnD1;-=vqy5NV#@t=7*{JSGCc2oO@%dG^kvISG_u_4%_mpp$i5x)<7P;v zI=Bv&mOv!ibMh=r)WJV!FmgQ8yT%zQi2$lYFXuxM|2g|373nw2E;5+H5{w*>VTOgu zaYN}OLj^_rryYKHZ(xTQ(?cTqQ^$h`anUGZw8on~zAg zXI)8Ro(@)^u*mSL`}LTYr^i$ct4HeMi!>-XpLdVx3w+1Y!QTgHWO?QU(+w$#4xYt_ zBL36n?&DZp9XyMNMD$OlO5P!EB@A(&y^q6{Cyx^eunrcbu*mSzFN*18bM$DGjvYI+ z{TPs3&-Lf$vbSQbh*G&Ns(~My{YLzUMIym#W}m@mvbHfmICpW88nHB-=*srtP~HmX z%4*Qb{uw^s8QatE=eT=skVq+>)UUm2TZ9w^%kgGa4jflF!kuG-)cjg+6{QFXqB87` zE=O}2FijVUp~(u$5EHNrx2T7oE{a95b$K<{`-56|N{8?kPWxN96)*`<627FK$xWmx zWNk5Bk>fL%r27)-dbpGR%qFqd9}Pwqg9k{QM@{U{E??jEL@d)QERzai{4QgE`C=$+ zGCwz1oQ@`wt8UJP9~fw1czJL!9h@(0Ofhadk1m+;wqaR=LDYuSL|M09m&g3YO-}>f^FBJ-aF* zF3!DHx~j+R?ow7eOi@ke^OU}E#f_e6st&Mlm9d7tNn>` z0)8DeTtUR}OhKgzpukyzH`Ql{aKkX;xH1}!32Di%pvnI9aB_8>2zFaUqvlH|W{E-E zPYq{}5`o*hEldg@TGSGOpsx&NyZUTxefrQ`$Q5g;#SFj0uoNjgvOSCF5GUg#l+z;o zbl+MQABX5)I33If?(m(p?djx$V!VT!#w6nqi`8)4H!I(VGpzm(DSQ^>`O^oNYo|Dy zAR%ar+>?B5`7{jSKP4{|(J-=wAt+>vK+xyp*~9T70o<_9s#KL<EaR++M1fJ-If^wtRRnVyoHBXNTvYl7mZE+B8Unj0G(ae6D z_f85dErM z7bD4Z-5!`k{$jQp-aFZF%?fS82Qtk54;q=|pY>lshG{&ROZwOPNo6W60&E{E;*Y>t zgwOe(Rc{^1c}c-RfGuWqe6WTx5S@ikm2mg?_%Pi8FIx#3ndD#b3yp<%(+Qj$oUYqz zVrF(!U9`xm_>hqv>Nr@SPy1h2nO~XbQsrpT9r{RdIn)$dxd;0-|D&C;nSDAr(uW!~ z>{4vi96VS`{kl&p?eBOp*`18_mDnvpFdrro*~caE8~ztqIO(ds(8_MHq|nESm=!Ro zKkt8Xgax|uVskXZkXLLkC_szw%SVd}kbq|~lpDgLx2wr`Cc8Dn;`DUhvTi5>XA!>S zmmSL&s`aq4(E|&C^$_4#UY~vc?Y9xT&(_?nx|8X{x4->%EBi|`urQy|g?WEGc|1ni zd_EZlIrA1#xepc9$;nt_vjEB^xtGjx6fAo*i(v-p6JX>5{nO&j>=+5J{tu2-VdsIm{@_h!wwA0fmMy+e>_D^s1k}qBh z3$386lnuxU`u$>lIheiwG0?}zq<`g?v&nev$GwC7y5)u~Mjr;lNSs6?*R$CFJ-8?m zsnZst5BIHMQ8+|@{^Enn!P@RG_SR$P(gt6?w&)s%_|HkI=fNa3W#7W^`LSW(KWsrs z@agjBC-#8m4IE#dm=tRfy%9;X#jvD)nICMM6R2Yaw(wkpP@Fy<$x1mfBe58s?^(6R zoL%Kiz>@k^782o+S?v_Fwpi~<5GAQbB;i*sO@hWw;iKDMTVKr2F;wO0W7JXnxxvpJ9(Fk?~G{W_e6Yig2@nBb$MDmT07|V*5&W9EGjV3LEl`cjj)0`iy3Zjp}CJj=%?+E(bDqop+_wf_;Z*47i#aC1 zW3y?4ZojqYJ`T}enb}`^I4eN%h%rlxw(c-|7L7-?TeHza+={cdGsi~7Zr;)%Sgsh2 zOkbE?+7PL?cYK%|5bWpemT;CggUv#`!LOtcE@>VsxWxt#;zaBUl(et%b)oGX9ug$t ztPqog>4~Wp9=w*YLQE3gEiMw>{W63VA_+go!ih>T4DB&>7FTDBID=r3YGdSN0dR!C z=t`zzXYR-{m2O?805Nh+0qhJ&RWpA7xm*E4WES8}YE7y@=75W7O8OS@Ie{YeYg7_{ zp6^@YDVCblPC>Ppa3orSJ%VNto}J-T$D(TwW52b0J`T}eaOe*Qqas>p*J9(V``jle zp~&$ZUy2!iuZ8!GML4%W#DCu5OUHs8@Tx(yNFB0ta*14kM21&qzq-IBz29CF|Mx(S z@{DxV#^*Q?tE?m<37;cjOw>lA6p=+D!D}Rt74r{qplf0T*ka&G6eUssNy<0*a_s4R z57MR)r{s%KN&E(h%ejuhMXc90U2%#x0*z>q5_>ouTwW%JH(hBXP}06YX;aICT7QXgc|4g6&XjYCK|9O*ud z_4{+2G&;hH4OvuW{~A-a39!n~UGu8`9U_zcS$p<=$6>6w7l~YQN0P%K`sZ+|@0HtT zxdCG=>d!=Ov4qA0v)-c-oMrg5_gSy}qMLrp&z;QGze8lQzv;1aYU0Tij)1)JGAa)! zls*6^_cOD_c(6$15LzUI?5B>XLLu}^h=#^kn0dXnFaO;i==EqVnnwv>ILd#OaAbO8 zKA6e@16bdJHHcVD(6t93j^nEVCG9JGed`JChaM(oBUh!ta$( zB^YTwW47VARWxfyF44GIj7LF}ZV{9iC`%`Mdul+*{JLW1E}($5ja3R)%<2J>@w0Xt zIKo%AN&fa=I>m4?wwV?~;0nufn{Dhh&@8~qbGdL}^g*$9EPsi4+lWgDOUr+GfMk1V zfos8xl6&uuu0$VdMA^crl>mmT{8tG_rY|j~7qWP+knj(l4MVZ z2GimBwcE22GPm#-gi_2YT#}b6HmAX-=c)QkZ1WMYnZrvLj=L3m+O?R)DyVh+Am*k(Pj@(Pw+TbUA6n~3g zgJ^-q&8D3Ynnie>AGspPkU45mEsky>Op3e2Bxz~Wa@_jtYG5|`#2{*U+~}1rSf^xE7qnc$uFeWy~vAl;ABoI6?%> z6&}e-a|-g)imOUgDh=sAF8g_iQweyshT`jLND(M$ zKP$zv>!q-w?8((&zP2U*jr;Ug%WEt`DQYb+=}n#Lw~8oKZc(RK*Nw~;lcdH)%mz=^ zdh0)1DzXraQq~BNbYBt`yQeTSOb$;T$`GvP^oJI^UkMm;*Pyc?#%WXqsb=4kr%<$X z8Yvy9##Dl{7$yvG#W*xaK$Nfefq2U>AjKb`lK9pKqbrm7!Y1iojILy%j%r*j#-l_q zn&&?}xEd;9T_Kf$Bh@P`#_nMHut>?(qQfJGl1l-S?hU+(U6WXSzXmRBF~;9wXVGGq zS>cd04NKyuKPU(IN|h}Jh2~4kQeik;doSmJ!Kk^H^Om|6at(T&DasbZsDd`_*4ri! zDcF~TooZ`C#)-53W6aGUm7&;M>`9H-u@A|+&oafp(mdy`Tai@CSf7m1BIOqnYcO)W z$e+cK$B5IEd@W*zI+_xXOfQ8@?_&HAscpImlqRMpyYfp zc&sOoI%qM%Bh$<3iM+M6NouM@o;{H4;E zMI_tP{r+$;JTFfBeI-;w(g`^~dn?e}u8%RDfrmrvr}};IApvs3^j;mZLm@88jLRZV zi)nz|q0A)?u~BC6p#gG-GCLIFKGW}G`20Rj$O@nvmYUV6qXHs2N{wO0c>vv^)DFeN zo#Ak`<#8PfabLkq&EOibfczH=CN5_P;g$WhaEJD5V|+=tB$=F!*v0qOkd<&Gdtrd- ztM%UT8ce^qIMty}gMlKHGPjV+=T@WuhXgpg-xAzQU^;LIk7gKHlCSYS{^_m4aT}i3u0}c(`}6JX!b4Mf$*{3>Z}C0; z>EW?-Q?r6Ca>x%q)uipYL(gChKh|j`Tzv61+@;OPuqWs*Dz!Rw5D~i$u?p2-^~HE1wdi#i%>t za4>`~Yhk*$2+XNVEm#zSzrwQPH2k#5wrJpy1PUysnic)&0EzZ6j_O3^gOTcW8Jl45 z%ZB{1Gd`QF;m4@Tp?!4>j9SGrqjvE9rEa?P#|ndG1KzbVO)i9;*U z{4J78K2|+H!C3?)zg*Y6Il{iRXqdLF{2IBId>7mOJ|6N4ndG>(s;VC;AJS{G0V9%q zzeParK}EU`u~~rM^b2rWoDFcc;;GTT{d@lm>rE$9J^uQ|l7(sFVZq+e1w+6o2~muq zZ|)8%4M%D@mCFMNOlsU+SbZ{^pgX|i*y$WMDi+BZjuv}Ce8i{_H54q)Z~Gso-|ah% z>h{`V_P~d3S+0tU1^ha4@ztev*gb%M9NOd9ZXX=%ZmsY4d&ld?TRl~EEpqh=*A=fN z6U(M=#Z+bMZEYNH9BrvWwW><52$@2Wf~ApL>gL6h`6Fn@?lF2YzlRi2)V;Q9?iCb^ zQH#w2z?Q17{J)#MS9VL++TKpDx3hmoDW;VzRnSp^a$GFnTmFmw-~9qkE>8PcH@?up zVT&Zc57@eh6&ni)r&)>W|J^Sn>R4&8mD8+XTNh7wSg_}Y(`#I=b6L#KCpVvlwI5qz zg+usPxOPG*wMEW4P3Pf} z@HL;Xz)205G)HPc@wJ$tPx5(ir2Di_Co{!RC5|N-gcnw~8S|tx8bFd()uB;nBxKh* ztk6jIvM-}N4wq!L$sweKBNmB1>l4keRdj@XqcBvneM8k?i$!3`8jL_meM?azd>iT% zMw?_(N<@rQ1d24K-auu?L~EzE6)MqgT5mBL$=(o|s>fzkhxAc8zGyQB^d(CIlG3!k z>J72p{&=BpaJy;iOTdwi>a-)VRjD&TtH^jisVx2JBZz&7bxW%5+UU~H0w)2<_i}l^ zs^OD&HCr1+*0NbRa`7(L!|To6-L?MtV0;>^RBz*>V=|3Lwp&gz_cV%|+BAV$E`vs< z&pIXy$Z&`XF7{mO55|-6_2pzS)5>fydziSZHjPX6H)D3Yv`SOAab~f&9yLM9`+CeP z3-2^*n;xl=)k2c)AYGXNPq&^nbItZ9Z#xRHe{Vu( zNnUd$!Q9K~K}Dj^d3vw)QAjq+8aTsgA*0w;zC8z)+9N-S{_ zlpZR1Z;%dhLSY*rPL^|R&c zYUBzSa z+6R+yv9_2GRR_{NHc^mdd>NDYX4(Rm)FwCNwivDGb-XD+vc0Yz{%SF}ko0G;a=1lA z(!l6}lJ(1{|37hW+U3}BT?@+np;z0o#i8brqeyB3B~n&f@_YRjS%Xx5EV5ozQL;S2 zNZ@8BSO6}Fp$4wi|G*!ge`WuPJ~8aLaZW^B9N=EiT1%|VL}2e7C#DnA2|8S3o>5wx zQ^d3dKBt!jClqG&#JtaCe&%!e$K{hI0qNtB3Eq6__7uZk%lOc8jZSRZ(4u$iv5727 zp#sNdO+iEr&~#EB$n}dwR1ja4#MR4@SyACxSJ)mnS>6Czqz$ny;y$@6Z2$%BC8)gX z&3rbiPk2@}ePo-79U=%XOG1AQH_oM|>9#R?NKjssl*z_~qU{1BTbgWd;x>}rbtb(} z&kCCz3SZ=`lhSmLEjg9Y$no`pgtMCOermiX1-*d<^^F3xY0E6@ij5gS}pyM3Chq}zz#3y2@OVgXlKCyLH8bN?AHs5a7QP1qOft<9;0Q< z#oZJ@vS!nU4>9lKoB70Jx*dATXX%Q|b-+}p@dS|bHolsZlk_Kw^UuKBDTQ?^?^WiR zbsJNQB3qaf;PjU5W^htZUJdQpeCd-YuJ>_BtB3z7&jQQ*IG@DX!K^;9x%I-@_8-e0Em{``Y_U?z0XgsUZ$l2< z2B+&nSraL)_;Sn^MS=#R-sJ#NRAQt*^=KqWvLq1nffMAa*{V9DS;^|v;IqkuCYkHO zi2fa#=sm3DPPC!~YGf|)Ny-O(KWWuRlbq#@ZnP#|W_2`)j1nq+Yb@l7BCpd;7G}cX z@$@+|DD&M{LD`lrS|qj`9Zg%HgSwx$mF^#G7i;Sv)kQHWJU^DmgcVv_Yoh z+d3Hf#po+Zv-$U98j;O3uSmDpxB~dP(=vJc}zyI>9$08_*VtW@bwvh0P#02RjB$!NBhT9x65*IQQhfe^)C^;es zuOlt{cu2o-*I02b0!U?62Mg*O_yVUkf92eYa}j`Q;dZ#Y$hY(qJ*#Iuky~7lUxQqq zb9$%p)V{*O^Q}0^1)yBMBUBK}(mpk^GRz%IJB9`I1xWRIo>iy3K`Rbp10t7OiwCl+ zNEwk)Z!6B*D2|Q+r^M($TWRaXjMu0>Xe}scFG8iy?P_{<&TXqWpaG0rP8}fVWbL(| zrq=CPdn43#;>5na5HkbI9IwsEQ)94R+iQf19A8GM_>!e1S^9~yDo*}pXVt40^-3J*R>bdY zkP5jCz#zYHMo&Qweoz0oPo2nMZjRTp>?$JTS_n&+0|V0==cDzxsY~YHG;Et9{73-U z%xCX~UjiD4E}qXvlwoUxL!5EBZQ`!}#w-=s1qJ7#0&3334bf!!!shEt#m@bbR z5@h+U`0GZ}V|rJdV!c)*ldjwHyS9qsmoZ#cjl_qL_u_9dA(QH4OKWz|EB?-tV!_@DVyt#01{@N~g+uG$^4Y^)3&-Q{7DBHVZnoS@=~alwhmf~p zL$X52jhc!Bx-njR!GHi#Zn>}4^|NX94F$@)V}G*KczFO`ts{U%Qo`Q^0d&06s$;la z@n)m$Q3CI7EtUj&3U;Aw@9}8G`;%Vn0s`pxC~p^c^p6g6+aP?yiMSM^2qr3UTg;Q; zg1Qd`iZ5LM4RgSAN&&FAxfGiL0(G~xh6&0FAjX82%zJ-$cwj7GB7Ka zwgpm)RoHM{P+;EVWG-B<3M~2#8zj%#^{c=-*&9~RT`}kwJ^hE0$uPEm9Voxr)A<^FRO3AN<7+%>N+!Zv|`_ z;_>}E#;y-X^vDx4uHt~IAlXklBZlse1!P$_Md*}agcS$D1^j-BJteg2ZS21IWqr36 z$Lo)6V@3?!e&qzRCG`&k>2m_SN2aeafWQd{LK1Zi6gYAMGC-U7#@-SunJy@TSL%$8T zuhZ{ck|D#1JSo=+eCgWKGD7g}4CM2Xy z9X13jHi{UGvWN z8u-)5cg!oV%pQu{$5xYvZzS!(2Q&RDMk)w(8!W@zvHywry25+fQ>tKuST~lp=hAMo z(4-U_LCmsR=VNcVw6zm+Lhw&D)^)+Kn9hGal36_!>T$B|ln!U;=$qOj!3yhcdd?^th(-7W3>e@~-IO30-V zoxGU#Uci6XoVsT1ND)aPM%T8Zm<}?39s?EXCvB+M&34{^hUT074^j;oB)Y}Y9hNk1 zA+w>@CET~TEfJ*sL}5Kgz_e+%$oACcnIKN%gt)I{+sl!h5Wxtsn&z^8wazL%Qgeyv zAX8HpUwmJ6(Gfu!EABhLf8fp?FyDB5HZ>>S=`2sZnu=Z0uEnimgjiPG?m3iWkqY?>&C<;Hxj0F%`2)pxGf2zZ9S$;Q~)*4_Pr@#YF%>WOyAO z$gU%$6J;*SQ7|~Oz{QtZ6c-+Vl;LEspuR<~4$+3VG4|+WJTR*rU(gBUKF?N^FKemcjv3S_l8ftzJLG0KZ-k5iZgr- zsIW#G2dwh5=G#s3yZ1i-`uD?jVG2K@fi4OwF+tu34MrpH-akIQ_oZo}d6Oy5Z#Aez zWf>BP`g!y9NEABawz{pD_%+yNX(g(?1tvBBcmi2Nc(2K2V?krM`zAQ1g>Vd7`SHc3EPA zyj>PE%lG1@4(T!JqQeX+MTUiLOc&;;`)2St#W9_H zwmPF*p7bhhdgt*U6!ad-6<7-{$lorLI~mLXit9wc+o8aNL&hz9P1xYs3wm~$_vxBK zP*}kuLqN$6>*?8ot`UhN(>>Xt0f&s6u)`ySxf_fYi<(>~T4`cMq1fpM7AuM@FzB!0 zD^042JKf5-|8QVMOi@96B_*!r%MD)xyx*DDVS@B>O8ShZK`g6^d+k6enAt+MP$vFo zcS;Kh%3#_jsLB)wvMe$U*3=QM^vty?rv5iGQc) zXc`l79O%DD4Cc*s|LKV>6jl)SSfScRDHfP6bEfPoBZ_P9gn~kkxB?p3M851X4c?*; z&X>mmlgQVidSSz>F&iG7uYd-&w}KV_v>Gj!v=(OLqPcRDFUe>Y>ZLggu;9O)@Y`@F z!_7H`jXvY|Ff`+DiJqf^{q5<}pGg}$c=Y_&K1eMcbevQ4N_tO$4~mM*S`D77RJ-6I zs-PEV*?5>Tn(oDgokF*(#Fq# zK`us}CJkL!qmWR%ckMdrr09?#YDSar#dLE%Jg?WA`Do3>Xm$g1=HMKVBzhAeiOiEI z>e`zWC?M#AQa!Qy^Bsz2cYF^cH6#%AAs6+ft2Kj@6>SNc5ixt~KoOz7fz6DJWfsU1 z!y~?MB-b(n44iRE7gjnwO#pdWb80HxuNBAvq zVmN-Wn67?H4j)p4V;LoF{JvOASI06-05OG@6M25Il&+3tBn5segp>;?IDWB`9t$Yo zLy8y*BGIwe7pv(y6ci{RsL+qWLGCjVnc#(AfjZ(i^+~c zT^)!L2P72=iGrR&jyM?IS0Ql*$Pu0%)Hg$VTwl6+dMP?&6zU3`;#fpqbp_avP$(Gg z2F61ADj3cHIfd@uCSGKkP+#3YBY>DfS7+1at4d#8ouGgqJ|6w%xQm22cnIO1Tu6Bg zPc8+A2tFu=bkpVYUz-~NOEHh{I4EZEA%*uRP10kmS7y*5gE!_l;c?b03k;A`Dj;)y zv;Xx_tt{e!+;N)l&kJ~N{<$q z1HZj4wa1x_7$Apt{c++WdATJD2rAfz`=D`QbsVRI9?k$ceEBpa?tl4ILPG%eaYHJ( zv>98ZqmNtUfTY48u%5o$)TeZilC5rcbSi_G1|2dAMMDdz)ud(`I<9O74IUZ-xK|re z!SjrZq@!1xU_%05M*dB+nAqIk0^%BS#8=4jH0_G%~Dn8J48t;^^8! zN*s_RdR37;=ihg9s3Y@aJ$$~5EK}!w{Eo}WWfEA4FC+iv%kN_uxrGI?gx3OD$5}=W zdLnoT5t9!HIm+ZC0pB4a+pIb+BL`aqaEK620mL3{896B743H!I{a6nC@wm6?>Q3hH zAw~H6QPSi1`&j~rDYTp;`TLQS9sYilGWg?1DxiQ5o0O|=(`AV>Ig5WmPQ$#wPVBsL@neBrHh!Zj&$+Dm zarN$;1~KGwR-e)R?X$rb^sfo1u&S4%GkFM9VP4?a>V#hsP|*GqDb8I))U}P2`q*9^ zTbvK@q7No7Tuyd3f&^Qy5{%IKCa~zP&gOBo zHgC?v-Q#C_s4>qKX5c_|WA@#AH2C759)4!}9(UH>bUx>mI83dnFb2xyx&;)>*YeC& zeaiBxxQk|iT6hg4Sl`LBE~;v>roijVEw{8{g>V;p4823ecCn?44#UZ4Gh#OAK}8G= z6<6lfyk5O}KCNC1#x^SK^lV#;2kR8&&hLhmK*4$`PC$`pGn|StFLO4KV2ty5dW?KB zP_VucxC{yw5b&)Fof-TP1;^fsvoLlLVFAoQ%*P?ta zCet}<6N*cO#XMOsu>2@usZYLPB#MhY3V>jHJ<8Gge6-{j zBNZ3cig|Kq;CVCVp*KP%qAKittu%uNuDI8r&@1)nDZMVi-KZ|TMg$4QcjojO@#fXC zqKNeL(^LBsE+eKP7Zre z);@^_#R^CRR@Bg7LqfJlLNXe@pR?B6PmyqZNO^ruCu|1xKbh;h|82K}X20t4E|I|T zjtek!>H?#=7(hNsn)`&;f5j}70XlLU!>Ek{YTmL7$26N5({)TUzj)++9E`S`bNLE{ zVk1q$IXUL?Tnh)p+?L;ln8}EI8h(#TV;4c&s>M@4%G)I=)ywI|Oy^mhRBWC}yjC%R z1afZ5ufsCQ9d^Yci^OV`!mhX9kY9z2<#g{mfD)=zg~5j{ibb=g@HVvMzz@{)T{M9N za(*T=(mZT2_+q-IXudRE&pphcm?KN*tc}|EAo5odDfcBaFCC7?<7&APhYZgZJ)fqr z?Pi7GpG(2>(PBgkA8rBSq5CCk)^Sf-TL~fajYYLtjR)?(W+Rh#-U?6Cf7MLrQ!LQD z8Gl3(xmIGWN#QmZcsv-0-d-#=HiGh(Up{>_Fux2bh}Enzk)zUBK?<(~c(&%^mm)Z1 zTuW18Ej(T^QN$|%P=Oz)Aij?DMxtA>r9D3TU;*p!6@eOnlrRfeP+z3o4|>*fO|PmO zi@zLDNaiy}s+djy!;$6yi*z*M;5}zoItvK8n^5-HR-@63UIkm!^C<J@u$!J{ABp_&yOf1Wln-( zM=D_ECFB^O=T`Wx7yRVuSC8*yg(z0v0$5fEhb}58o1(J<4h;pDf^2UClZ@8`#hf~T zWb^JI!FV$yju?k`{&4Tk|J*;&VZbU92W0SH4&U+oqj3_}PO-}tP_oP(6P#B=YR^dr zxo1hN62$-&aI&lc6}(9eM~Yz*(6Dp;;?Pj=R!}T*KFkDFRCovhuGIhlhl-@X8=u!x zn#1%raW>fT~Q?_eZL6N>P6^nF)bBuwi!`jw^8ob9@oF^3&#Ng#Hy43J zH8rHkPzxw>cg1kiM9W+xqWLuaJS2B{&WlX37ZaH=3kSaI1-{{ecchwH5@j@#1A_?G z8!79_bhSB8a;j+!McM`uyw@_kvuB6wtCj70;sL>VHOE)zjHXgw5{M8#y@eW!lQ=IvKG#wH1#C#!QKxiFj?D zO4NY0afwy)Zd}n4c_v>|aT2c+mjOe*E~hn>Hl+BFrP!S=S5J!uwoILz_uJDrIPhh9 z8k?Zko+coIHIvJQx$Dkcw@xk3!GSMRhAY{%bt*%P2DVJ@R>>&bDR&MIe3{%Obe(c% z(OTG&KCBZP^SCoDecNZRV!)6y(?8RtShHw58=5?u)6Cns@D=y#pYwQNG$qGVnB%|P zciPXEIW(}nSFhKj?PN;5*Yg4WJhZhB=1hgbhdRfid zY6Q4j4(oZ_#Uzux-o>zu=v&L__}Q!)JhK0+29xQUCUNv$)5g4h$+}5}YvjSKLE3>) zG8aU$QyCdp(S5bBS~zh1Z25|gH_n&j{tX_z8b4S(AI+w8nv_=gA5v8vxP{ic!#{lX z6vjx0-&Zv*1S0$MZyX4Hnfs2<` z(#duyE!Lm%(xQbg+VAfzPaY0=dXtsbdP{F2Fe=4>UMwqz2Bxb%-Tm!?CiAo@nr&W+ zt)UEGiV0TK#*iXuWQWy8jt92OGLM<2rdYmf%b{p(31g-SbYv8*AhBrD5IS0vwS^>q zndZ9g{v5!Gc*wxxZaRl+`Uos6D6KzTgJ2ph{#GpIH|tfawohi zp+f}WMTkQV%~?LyIuw&MU}Q6B0YP^SNkMnIs=uoibUBJ~DvlQcD9hQPf;chkj2>>` z$3nXr)**s0G3<Vh;JD-y(Yp4sp3QO#+loez zVG@AgyWo>nB{s!+NrsKVf$L45@ELVmi_IXpbFWxi$WX;-V7kbePE#LKQ!iW*#l_{h zJYI=yIwSXtRgP|K4i9W7F=#nt)4yy+zUeQx=(_R#D^F!E2Up0~HmM$m)kJS52M4ZD zKWvAQYh(wO7{deGb!UQ_u8%yib*f(d&+1iL{}r1d4N_Dsv%ny~*?c7?w@r}GQxr#% z8>|+34-ElVn=i!zPWhcg#odkur-htgL42$E0wbnXbs2QvOKs{Fzt8 z>AWG2>!Imb^EEKQfsExUGs{0bS7M#}R-CJ)*+SUbP1oW0oGx0i2KEn%#+}bzikr=6 zrnVfOPY;$QT2n;#F?XmBC-Pt*Vm-&EekQg#5AQh~7HC+H_~M*G-O$+pk*C9Z#0U_C zH{*)Zd_G*$Or*731$%F z4Oru}t28)hh{)JsT~&+W8TBg^#)Es6UG2b;A>meP2lJPqebk&!uQelln-OAM(BCZ4 z)BPDf1Z&2P-Ru??0ghK$rn5Q`!ko$)mIyu z)tmgW*$-K7e1KMawv3hNP|>g0+i@l_@JcFN5mOs%3X0ZkfFAU6FksWv>aXI zu3ymoJBrzfH$0DLxf~f3{*>j>gtYZ#yK-eav^ ztl)vJ+abv<(v z{dDtF@fbD`i%JAMq};|ABPlEDicZNO6wjB{Ta8QRZBUXCLqoz_83~)}Na zH9>18gRX(F3ZU5e2N2J;3d>!e1ekne~cr~@Lgc!5N6>Z6J3=3*$YIBH=s;9Wd z)X~%pC}^*U924cZ-iqBP&Frrwy8#oVZ>-m|!9yFN`|}514Gvk@CIDBa2@*&yagrsS zpOh0S%|>XR2xuVt$dEmG^2MEMwfSSUnx0O_w)ebe-@BlR#q`u%DiJqAHN#8HuOfh? zpJ^n`Dc~tZ6l9fKaiPmV2lMYz1r7+i1z{A5B1de7ypH2_AB8NI8pXUV~=%DQSo? zK`a{^>2MJRGpjxw8k>Y|q4yJ&bkV6BJ%a_kG`k<1(xW>a%+4@Dd|i~cPej*T`1qqZ zEoYF}_~X0U7!tG>J*^vx>45HPBqkD?y*)w5!9aC^QPKV{J$}VnlV*1>%jB^@bj=ez zG4aajO4s>lJ>1YOU~x27aSBjcGJ^$TBfk0io1)f`6ZH!6!Z+2-zzVckYzRSFLSqtNe-p$T(rF zmhS5or)VI9tLMr5Vig=BMtXp&S3m`MXe2JDo_tNG;TZ8DjU+_`sW9)_HBd%)xOssF zvYTiu&|`Z8w{FXieQD;6vXx{(LH)L&e)`3eKhiNP(*r&H>>nRI{QBYW$=8n_ef9Y1 zy}K;Sn!S^lz7@DA;lYC#Lr+?SoBmBRzuo186KAk_4DMJ^Us=pA~^i1r!H zJ1v7dv~g5T{No$WAsf$mx2IWPX#ibDo8Jor$o2c}T4)THPwr_}RvLPR9M1toAGIr5 zRh#W#_M`Sv74bmX4qMR`>uSZ%8uV@}&!JZ&ov>plG8|C!c3gV)`2%`^#8+=x zc^4rEHM@2#rIy8qk`LOHM5P&~SpCy#1colYx^#sw@FPy~wdxR`Lt2aq(Q+AhlY(W4s)V^mGz%BWef+eI8f zBga<~{!F#gEZOYh7Ip1%j(5tJ7BurG1udbr=2lkgo^l)4<=atiDP-2;r(ZvM@a6rl z29p=}lRH?NP4RNBbLhx@+#AQ~&Yx^1*4beGTesdgkFQbkAbHleUnLG7N@DLzYW^y9 zce;6B1p;V^$EY~zZ21|Y1Dl7(SSfWIquN-YDjpT$^e>*A*DwA=u`%iwOi{N{p~L_+ zx1yHx)E#fR_i{O1Rg;1Alr={P$_*(44h?ZT63M91OAonQ?akvWlw`W`UX_Ucyu~Jz zQg*R@D~bEsxJ3)=Z4NvSrLH9)K>6ID$WP{a*5K)Ab>IBE9K9T#)04vTCZFOMGN7zi zhhK8IAioeLdayXH2WMh=TQOe-gd`1kAiIQ=q{w}k>^Cb`B>|GBvxp$PinJg!7gZ8Y zg@*{7EN1`(?L{O9ZL-&+xXS>HETshmU1HWWD0Ww~^0?SZ{t}aR%^xepxPjPebA$$x z;KH~`UXxXxu6bn(JqcZMQnV`_J42o{e;GfzYx9poNGJ7lo79`G_0%Dv?0#&vcwVgN zRp+Pl!=LB}3O6}8p-shS!x@EY8NQ$^Zv41~;=D@$buCjxp;1J~Z_ZyW&neOmbCvp3 z6j4CY`yo5AjV7ylIc%;SGC>O8Ent>SBpIOR?eN`LPxW$1=TuC9XKozDJSgCmwZ!Pq z@sseqSciF@-8=$JkH%L+ce0KP`t$DPpa5JJl%;{P_X0qyjE)#>rgTo$#Gw;g#ftez zfGleg1W2d-%ET3#ko>{$o2vXBNF8uE39wjIXRc|9XPiq+qK>P(Cd9Ulhu zu`MXXkx^1=PKuNN0k&+E3<*?y5WXI(qAAka+$C9Ta#cpL<{MDUqEZfMx*5J5YckE7 zUKU`brMUbTu*yn+4F2okJ25|IgLQ(P%d5CTCJvbNJ=im zD;Ag<97kP(1@VpM3m{$$UyP{V*#E+116AN|kU@W~`3~qQ6z*m!4)tqH9&%bB2QH|u zG}KS+cPTgy9mC#xC9#1K#2gj0mz(rHK^oymGx;cGmw|%xQbL+|S&H@P1|*+T=AeJL zc}B;Rs25a$LFRoQHHi)Lcm%vYt^hZ~)6~pVJj94GBbjv@5+kLnUNs zJfNV%6=wJ~pZ7omVZYiTi~_+g=@CV9s@5c5u}7&8K~-cqre+yL$_ zC5sO!Z`p6o&4upq;BHOPO%}9}YX-!L{pBDb9YkdcPg8Q}9~&7`bNNs0~;*D@k9#iE&KCEe4T5Ye??k2T*nPU!&U z!CHpmBt?vr=AJ_%?^ok5Ir>c26~~5SoC3MX`TOx#o-9Vo^?AJ+*gqP-la_1dB4C-; z!7SCqA_=T0XBpWXvz;k6l!dwy(xry!I+T?-V3!s_O$Ccbw0;FO91z4h_ot>m z%K3j?J9h>Q>dRJ*FIAT!sT-OV#kNi~g7vij`G5T2FMeSD_aCeybqTE^GqSMO(zPR% z*f79Vv#q%vJhTt;J*A%q!{MYJi*itW4s71Y-< z)MnZ)h&3yHHkYLgdrZ*Y%+OMN)n^n-K`?7-TPt$|3-Wijw8upOT{pCyyWZTPpjd-b zicYy*Rbdj!>Y8Gl2#7ZS;kPnAwA@P5njPhbwCW_|N+`ze09KF@Lqox}@TH)ZcE(J9 z%#5HYhX7Py2P~MchA#x>%#k)loeww#Vvh>mOpaI8IN8GQA;*9P^Yx(A$GWx@*(;4W zsOa?rT3Jnl4Gr&yZ$%n5!7h(h744+6=Ac+03z$VE3Byi3UsBiXA4TIerZ+u|0eX17 zeO#@#v(4aSdwMFi#Jkm7j@!yjx1H#T16CrvaC=;E^LpX+(J2oKrd3VuyD@{S=vEFT z2I#pN>XfOcKD8OUlBdHJs~!O>t)CKkCqIpy+z!3*TV(L_zQU`d^@r_j@?;}k5AD`h zq}b4KBiJn}gY~m1oeATYClwBQfGQRNfWglF1+Q{*LdVc3{0uLGZvH|74F%acXnL~s z<1OC^@1+g|Wbl6&j278{yFjaavK^b-t)et$VMPv>cp+4=70Qdc z)Ldc$2)VIc&CCm|)(aZ^;px*y_NE>!or;(*iai|$ub(5+1`tcX8I5Hv>+nx+7wS`27CEoGh^Fh3Ae0U!bo-P=z zFJ$*}0UwZ(R6UE@6;VqFHBs$%aM?jyk*^^=iU%<8L2o%s#vWE#}#dP#*4+{?s zXwxtx?BPZ!rb5%p?ykjx06IPphD5S@H9e#F#Yw%=rT7CWXgS&$@{lNGYLH;a)Gee36o=co( zOSdoU7d)$qm{TPxz=7?eWJ~g;h{#kXvuNOY&8D-~J9$NuU1q+&S2TNLw8nf95Ext; zH6IK`rQN@bI2L$bZ*p=vt!CmvoFcrXu$X1>NZ|OJhU2{AE3&^m%vJ^_gD%5l9*AyW zfc{3KeM+z0$)=)sm^)`6K!GK)5CyAZwdue-7#N^Od3ZirO-JH}*nxQfRE{OnsU6DV zp}=za1>N7Im3=z6wHVFlzR-aFD-Jd)HhO_#+aP`skf6MheohBK#c?UcUMpY=Ck+0FFQCO>Zgh?U@jOR`A`h(0a>XFG?4a_08q}$nojL(`4FMlpbNlCWu8SR z%=Eh1F#EjGmHK6?y)ss@2q5!NGC5G1IipQ?Ny#6g1kY0zm#eZiF4Yyo%#r%N0!K_An_Nwt!TgJ?hP`9iaBrq-&qN*5o0C@Z0}U;*H+ub zu%?UqOkJ;?3a5dz%P;3Ma}sc1B6JPxj-T1BXEGEH3sCGZj$Z^MDBob8n?qcTO)(7u zK+0y(Ky(4=tPr|&Cl6dG0*C-2rSfm`Va6<#KSKx`>2#=wTdMEKOGc z6>(UA!N?dO=-x)syY+bM`1}v|W|jG!6`x`mA9#$q2o4#y@HM1-N~<;lqNh9JVv4KS zBnDVk14o8{_wXGiz+NsUU;l}TS-?%9*h~OqS%$!em}~eZ6O%M1#X&a!l_ju7bsOn9 zF+Ek6z7M20EdaC@_5h8%=WD`pdor7jAMo=Mz0`z&+%91KYE5y(k0Br+L%_`=JKEN>ROH7d7Kx)G@`I7eU9#Zrox{-Ufe_#qgG2$F9$U}||?_h**l6>BB zXpSXjo^*UZo!M;nNE%`0Nl&LMI!w;R(W z=&(`%1??pyceIo&v9Kbj89*|eKr9oQp_Cc7GoeKUA+NU!((}jUphc%j)Ifrg_e5^H z+Sr%nvQztvFhLqzSzD4ly0S4I$Zn#<@!|7nyuOgNf~tz}>; z#CQV83DdQwCRR>jh(o7q4H}4SzN^iuss`Q#c^duf$9z@@quom&Cf^RTa+4K{AFQyG z4&vTvfO6u<|6k#|IA4&DMyqvI zIGLu1$2^cVMs0llSe zj@f-qrvn~PP)@$J3kR?--_;aUxkbdB7dO}`2|IQ z%1BhKEbl8ZVuHY*wh6S2F<-=rm1VU$K?7;Fqb=1x`<*+|YgQbI-cOZffS}gG^nwcY zt=yAr+=p%A+_k-7a;;yn^{y5cbL=CE4leLz*&~Ru z9Q%l(h>3hb=Ln)K2Sg3pijS@-SM&hMu&}JA*lARkVulJ5f7vE+P4^?Gba1OEQsF?V zMP|t$(<~ybmK2C*HZ^-MpVL8~)vI(~q_}m%f#CQQut9GYzoR7gN9Nk>srhfxohrNw z4wjK1@gd_a{>>;EJ#Q%&wiNw3hiez&86d@YU6Dm-*1W05_00CO=GsYe(?oHKghOWJ z}Q_a3ih42h<@$Ewj!B@VUF3rJ^ z!9Pux6w9un+bMP@nAuFRL6bci6linLIajfSUK zH3v?XGk}8j0+JK0eR}22<2%f-iem$Skc_#7Dm;-1Vl5K6Y< z>-!ygvIr4`Z^1$^wIv*HvWHw1o+IG02A9|nk(9UT`O+5OwY(ct5Xb$vHBRVqV~?Xl zKh8lxo936EDjl9oH+=B!oZo;7;-r2%*Jqen0PI@7IdV||4iWX=z&J7lBqdIROSO6~ z=Db}?Jb;4sGTH^2*>kgi$h$MeZZJ@?t;<7#(v&s1ixl!|5PqV2bE6fV>=5@pbnV)M zfx8785^e@!CLyy)tQ$ynEAY?|aN#?1!T&CWJ9A#dpsIPCxBs!*KeiAq(-|-@y(O8p z3wlOjO=WD}-x7OWip}XVs|1FE8>s@b&N58)MKzV%@}?IF0};Kg)vJ`Cr~*&wQ@c=Qm1d(UI-1hrzr78i%^M723K{A@59f4il- zIgD9x4iy;I4)}!ug6;zQ)Fcu8iNY@jM9SvzK*sa7qFp_*c7J&TAn0z6PR4`JKELy@ z+KlKv6+KR6!~C36&;b$ZM^Uc~md#)*D5x*SsaDk)9k>v?EsExwr3_%8`VobnTu}B# z=CG2;S4&l)gWI$`Nr&Sw?Ji~z;ZERp(6?`Pc7|-2ILj3=6~EmWYECH zEw~udt<*&&BIX@#!3Ga}JZ}qY;=b|*G;m#DcBFmW(VSDYbaXq+=)u6mt+*b|m+4!F zhg-4117BoCS{Rx1XT=B&T(37)TvadV{Zm#G74ZvlHPIu1BkH5*28!vU`sy`eIIu;f zMISek017NTS53?7Csz#~_@X*UQqcBdwgY>q2n}3OOQuiz zYsn25n4;QlKCF3%abRutNZ{Zl)wJ%|c8Ax$1`m9ZkF=>~d{^o~AI9PUKWe=%RurH* z(;Xc+=ErbgyV~?e(Z{RN3)U|w7C&?Sl0XFK`*dL0o&y?uwmP#H2p`#lgM-n8cJuw8 z7{6k-FJLS1jBGuvU{fXehWDzVsPynMwQ@#X5DsY8PN4(}4fI z@EyT_TCe7#&G5XM@g}Ia=nx=VWyAzfQ|zaF;%)MJMsNKTV}PEbb!h51oK*JA59^?M zvrbF^HSY$)in6jzJZ(pc!$$$JwWuO|X!%9>W>$;clbBCmn!{qNGwy^a&awq?g)B)0 zg&zfwtU?=UE)}OZbQ5qD;vyF4`ZRpMMVHJ}>{=;a#tsx}iINa%%XN;9m}R<${_0$V z4=u&kxU^~0&Y`!~7!yEEv9BU;8GQq<_`UU2i~)My9IaNPSG4VA|4XrI#7tMSSYW^F z>r4U$qAM|xKN37$obnf#HU4X!Ek*?8MMi1jDZUu-VM*hl7x(}NvNvL~G@QI5uA&1- z?C7vS!^(>m%rgXH0572t|w$wLI) z$SfSlE=xnwb8=TAIl_#eh$a(jMN@Vnk4~%1?`B;$G6>mEU23 zhE@LQf=(vz3j&9CRvrvQuf=7y6mQ9BmP7J|WspF@^0KPtwK#NecwRghh%Ur=p_|*Z z4$d2vX2B|-AE0HaHg(!#98Lu^P%-mu>ZG?g+(h9ffb^N(O#n4N z$*QSmGkQs6NRO!3a~g@#BQT0fh5@*&DN6%oSvyUp>+xtc89HZf7BQ4R}7*#_baha8tX06%SXx7%7xGL^(_s|$|L7gkplDhPGie{~6U)%AsE5B;Bmvir03inL05WcU#EGaCQ z=)L!xE?9m+1^UQU9@De9%J{-nPgWUw(z}}!dXtuu`zkrgv{IGS%AQ)z4o0=oMfGC% z{VElVP`a}Ym|pCAuLCJ5^zN(!=BwYYWd$RYI^Tr)Cv&tHS0U-%Ae~qmn{YBzN5!*A zil7If=k#}OdH>$Zq}Da3H|tqLKbkJf1YMy&XSrC8=wLR5cNpE}ZfkKK zXmZ}JEJHdGOS|e>QHn?|dlaD{f~p%BXN;wuu11Tsy$+EMd0OAwxC=!SNdl-~^}9)A z#teHQismU|mAIFBRAhoKR*!gUWRlhHUg}YS2b$i_ml!?!VhT;x?0q~HMX^OJ&{MFH z>B+ti8!;Ye`Y_nYK1p6pLZ9jP2)0XevymU@8}8vV<+Tx7{`FY3+ol)sVF6Sqf3zHg>hcPWN+jEPkOMSwVu^@}#c zN9fRyDS2GJiTAa8DtSPI{c>u77bCG$`49R|qb=_i7rfW=yhA!@!tDNKf7})u{67W% zT?(9fMrX%E?`bZ|nLp$^sS~{(j10UHD)^u=^zg}d>?x_dz|KAVE;6WlOIolQ(?=(C z-INuhB7TgAD|l8=B}t$rcnoPmb7^VA_uo5v3`G{`xd7|f88F@csl>y)nrm{!&NK!E z<3-MBp2!nXc(rSn_59eMU-U+ICqLvA6qu;7$A4tI}PdH0j!1{>^GL^&I; zG+Cb8!y9PHb$|wU@QuB-{c>oz(rb6n+ADpQ2AX8OH?@7_Gk!pq0v-k?h|orWIZ%P z_Oa}E6mjm6a}9gk_kl)!WIipY+M@Jf6B?~yv5SW1YN<2ds59u%k$dIB{RW@_Gl^TbUB3v zduXOjl8j%mN4;$$_sHPR?Zb@x3mk0@F5}0p1cLtrUc9iEFtj~-aVYEb`_kW zC}cCD8@48`G)I3z7zKoc6>o15|5C-24++#|+Q-K8se;7-dNRy;`NyiIk+~?k7`k|5m z4yXy!k3`Lk-fdyd@g6lpCB+gzN0^c&I=1wJF<)oY9tt)K$-63tvAbh{lCatCl>EsA zouIyZw6G^gs-&v!v6x?0lVyRTrs>+;AZ-%SYmXj%w-Srqu3)kni77>&3LH8V1dorE ziWzzer&sn^8r*3NK?6-;3yNu?(I|IHWRLEBr=ExcT12nn>qy)O$76ply-J1yYVtMq zg=tExOX;(|ICLlw{Ry-h1xX9;r9Vj+pd?>QtXk6p^6M9U){=+hcq)_{dU1}$^SDs(BtB$3WQ$ne`07Tnpxhy(6Q$Iy@ zkNX&-W2oeGQ20)2%Vr**9!1=v_uN(1k_L*J9zE2>CaLLhms4)7&U5&ta8e?u3I~?U ziK&@vaEg=lW~coXrxeIIp*0*LDQR6*v~f(=&%^=Y&WA`8e9+j8OPNxBHWll=d-ziN zYG+xXCmd?Y<-r`)pn(5p^wa_?*v^Mqc9B6{IJTJk0xm!CA++bcA(Rn=Z2*xW}q?fm|Fw2uIW+M!5^P#}Tzw(s=tXtfpJuHsqx6S-FX{a@P<`MYh4#YCS~4ZRkC2@7#ZAQ zEVkU)(+9D$zK2g(5Rs*T8s4HZoBQ2cl-Sg7Y)^0Lto-)6xwg$Z-946o3JXzBB|Nem zRtK%q-i)>B!NEPI2KfOg%K#l=!$71eFE(`EFlc3huHXcT)TSA|uu~|1#(y@Q%jaS` zJ3&fLX#F`H+g;yFcIfuGW0<{+pkjp1l1CL^1WnEu*W3%0GVuZps{9Yj&NLS#;mYr==oZ#nV&Q4(MKO((uNaCHRYb1 ziaBn%TRP|q`=$15pgCu4w`2H5;T~(11%E`MgFdVfh6HX7nvE&3M=!TahG2o5)Ec(G zJ(@K-zB6QG)30h;7bzO5;eUH7;orbXBAP)mBC-<*Ztw*PPEo6_o!73dw441G`IbpsCaaCXL8#(bXoHSyBs9$R{CR>>1VR5;=k zM42WvJf*`{_3Gf$R=e~t4oKk*oMh8ngW`{#^6SApHSid|D8M||cSHdJ9s+pv^aokQ zws=p~vjGP=cctm`)poIv=P-Mk=SAqC=L4Nzl&5Zn&OovbzNayU6F>xSqCSn72_B(| z=7}IGYnjZfvtP@Ii6?KIR5h~ag?nn8F+8jgmR)T}Wl~HR)PYvxtqhC0$CglAKP4$3 zgpao-l|3R!PQZLQtHc?up2ph@3*>}Lpw=#CDJ+RY-Te|M#|Aa;uFSgm(MHn-9OQiV z>pr)y+T<%mPqW`F47m4)So}p~=7boI3Um_xbkNNZVD%+FyG{kcPh!AzbUXrtu?^lf|7d_&0dZj zKv)at$)k`I5F)zhut_;w(;IgDuw7qWwB&#kUJM&LBf<>PQ!!XvP`bKr?p;!3{3Sw% z+tu5HxD8UX51YpYw;KXPniKibvi7!eE3-ufuj_IIZ+g&J8$YL&*ujF?^|_MSEo3uu zYnSTVxjiu0ozo`S-C~mIl*Br{cI<7}z~EbzoR1chS=Gf0XjQ`Dp~NjK3Y)N`Vg*1u z2U`;fj!bpcj?OA2qSm(ABzEh_SxwYRAb$FX-n z2LI)g$;sez`u_lo>2Yw-ACjKR2B*}uYraR z_SW}=P^dbZId!%0}0wRk4dzFPI+XZ1+FA{bob&|1{Kfnl{4t^kh|9dVNF-TW#rwz zKcKx&00fFqZvJI-dv#?G8L!b!*z+w2OJuY*?l65?X4FA9Z!H**4k%JKfW#VrB40%=hX$V4A|86OnvdxU*P%#b!N3ybW>O`QTRP;%qk-qm zCO5RIxHfM+v(}}k?WGI_Ja9!df|l871BzA?`J|^qjffDz_oF6nr*flH(IuAhWwF5V zHx0*m#XW9?UsR$nP+*Aa8)ZUpbf|9*3@mRn`Jg^%MyqJ78YnuUQeFU8U|OD!`eZV2 zd8YMvI_;6k!eyBz(=*|Qce0*?%QDUC7owZ%#N^2&2obr8`OMkP)Fda>U2-s3)fdrN!C=Ltt6z(33ZSnLMR_Lx((Z zuOYJBceGi9}ImI1A6F;$D4b8h)U9F$K4-;(8FK%kcnokgFJB!9u>s zqe*hia$reEXyExPR}zT_qSzhE6$G1V|E0s0(`?1YRt`FzV*C1&dNc>tA3n9VO9bly z=E1Sy4_YEp^~|bC7cpgNeQf^V1%BJ3xWKmqI$tJ+Kt`6xWwRW_o*IDTt{p z)F;#0L)Eh>tsm#3$!A;u2afX*8p;4xO6PrtT8U5k0)8?hIvAf#hkPld@((NpuHKh| z{bM>^J+KraG?W5(nn`63rJb3g!dgjT9BM6A7T*62)5tgv2l~GO3zqUZNJq^BbHK+; z-?KKe#yATH_N)z<$U{0VAD9O|Dtim1)6N6Y`IPhe$#Znq2qhl+MM=YTtJd`vglu6oS36;>H z<5s9*EalR9O{|(IVwwjqUSG4&P;fJRNhC|GptwIBuv!IJWbj`bpG^n%r`2rogksoH zeH_sJq0=dCD6`xvc2*6L<1HeB^lFaOTr6jtifzJHP74UiH^%4N#k0X3``c$ye7+(VvV6d1hf)W@_bGwDvJiHH{)ESgrgP72NNXxL2bWG?Xm2+}YE(*EU>Pj)GzouF}bA|Jz51nSi5YAB#8X;*Pp(x_vd+Eoe-6&Fkv#_Pcy z^UuKSqlnt8xEtajLitFzJQsPAeR6p?aM@m)ggjV`DIh)_iyY0&)($-YkjvzkiUn$8 zAb(5JXSj?F74Mc)(kzg?aB-kkvxKG65zwLJt+J9d!iTc1?KTGw`_Wcfv{jerho zWNODfTOC()NYq%0b>N+Ahrou4j6IMtlwZ68-MMxo=uncW9Y}kG+QFfrp~V`Z{ElLc zfDR>BeOr05q2-48WBY8#AX&t?e^8&1VuIEBc+{kl6v@=3WsW|Zo~%ZzS0DQv#9eY8 z7wor6c}`E)D1!NF>6>ldYk7Vu8`cyRFQo70HlWBi=lzp;a+|!kB<4{UUIyCAn~wTD z@H$ZN-ez|8(rl8npp|nOF$}nRmLf+AX0wWBQZ$XCW!%wp@o=;pEUFj7@%ePdr_d^Q zwL$aMz4=219x|x8Md{3S1S)unMqzw~{f{<8Sg8mJ-YVgARnMPQVgp?@nQ5|9ln}rn zfja)?Yj?cRIjsdy+@?A0^|8jM*>sHHiYj7!2+0-)E!!EtnRfww*&={L!u6ajwo9`= z&CH`Xf3EK7|~UC zQ9i11vcXBphXI3{wUao-tUB$toh0Cpa3#%s8hcaaqwLJQ!v*o>3~{~WJ6MV%e=$nI z=wky5+FX9^^|ja=?J2(&7sQ!rM%(?zsb(G+)R}7LQXHw8Mc|N-F?)J_tRJ)U+hiHD z(~eoS;?1j{*6o3j=Sy+jbPbR?TQ>Tr7I=3yEQ1PCa)F!lfix*-l{eS`6A*d7?vnS8J4y`Po1x7|;^fei9ozUyQ?sHc28U{KRUyD6r1O%5-eZJ2Df zR4@a2Kh2D+%=oHx&;~In_yPswu+d$n#m%I+tL-|vmpCAZ{GP>lyP~b`&A`1~y&l~2 zZ$l2|BidB05$o}^a``!ZSZuX>eNq=Zgdge>W#R|m!wk4^AT#}Mavpop4c zyP}zRJ?LMLC(2Mk7cE+pbeYm*bzkw+V+O6%AblZP7N}{lQa;-0QLNNZL03zCq6Mw( zjQ8qCsZX82y|)xOsXmslWj}rnhhM zBTH&3qULJuBgA;S?PD0ArKP;iN9$p|G>iSL^7LF@5eqc6w0D#GduZ=54OE%AMWNKp zk}7ZPnj1$k+>SzX1W;ne=7JJeUR;Z65*PvQ&;kmmX(=t2^rg9e#Hvuwy>mXgdsK@u9}w%CdEWh_R&sd zx$auGny{}lFhN_(xbKtljLJ$q;d9x7VKF?Ze|*3t7g<_MsK z*PX|s7k6we-{IPKuRCo_(8gQ8{Dv&9?yWz^04;A)8{5!f3!41U4Inz~AoffZcRR#Q zm=q6OCf^&{(xKBxgU{&L@A%%!>E_9X4%iMx>6Ja*$O$}jF!()>4<)}SE3u(6X}z1| z4Sg!sdWNd0DrD@Cl_OJVGzak^k)AV4RxEqfm?MKmIznA4(dcUx6*IG;ZuC&vP!d6# z=@9|ZR5ZFmo7zitb|iqwGR=TP1DzcSUyG8>>O(e@0#b_riwt%%Mx_>Tb|*}H1rSV7IF?OB5-=LP#R zxCKVOvj(Si*P|HR;DQ*PD>FE~j=2?~uv7>06c+c;ZS;Sn=v=a{^+XS7(4#wzb8ph5 zhm`fBo5d`|4eEz5*TFYZr zE%%@lJQfZ#QGPb(tNI0NK;81=@IZ8Zyna3~XGr7I*yr{>1LIW01T;vl!jvIFd)Xv@ zvY4JyynumO1lm^0jAh$%C0pnD^xTN_%IIYl^AmN_svB#_uVQ984xVn=oJ*sK^` z_svrVPSV-A?rPxv5jEuiItd55E5-u!fAKkA*=VVm*&@r~f$;6Idvx#%cVFd;+FI58 zX(B_O=I1h)@b-eEzP{l6+qn6wSYs%je?G9BGzFww_Z6P~+W;CdOeKn*{{l#e`4NX}py- zI)eu`nY+zqRf{=Px7>L^@X6enkNFVYEq4wNY?<82WsAxTCrxD>^n$siuy@GH~Spt92~er8PbOo)NIE4 z=1vw3h+q_b3Uw%CTUKW}^(h_?Y$AUY0JR>Uize79e*qDUq7_z)bOF0lD+D0;L~Wt? zgkl4_QxD_dz$NlV+abdjqHcD|8vwy4N{>E1sm@;UVWCs$1w=5WIZTH0t~q2Qx+p!; zBkb9!^c)=WCR!eSNSl5AwLFgpwzTZ#qnACGokJ`$(u!cuj1CcusYQGB+R37^*PhlD zk-4sQh2W4g!F8TQr0T@w;0j#R$yj(Towyuak!#j3mw^M9=u4(^x^peqI`t(01fQ6P zOc$an=`;_qXkZexgF+ezs%|A_;lL&O5#l13qE8PcAeI>^5=7684iSv9rYzR|t~O8> z+g2Os<6iqMkB8i)wMDF?bgeDX%EnDThn%j5rsvw!TM9tWXXW}e(#*_6;3B73o%6E= zN<}~A$PZhc%ffi5;qr1lgo2aog4}D(s*|z}@e4=klHaj}?ZES}_^f&Y8 znHfqapEDpLZ=!w7pUVkRr}p9Cz$MCUL4i+aBklxt8j}DBJ~4kb*M#R4o$O&1v(x;! zfdnUZ3Vd@}5FMS@p)G#CTCCY=FV5OyQ1A-d(tg~kSK9&*e8RToV|$vTKif8t;1s9Z`qMg`09@s>Uai5BTsZ;MA5Wy&F46Vmgl2yg;9d@cQ4J0^a zF6nI_I`hCs`);`eVjH9E#=A2bL@OTPpKGEW>f1j+6bZYSpBsfKl zu?b`i?Nnm|A{cR^jaaB|4k%i(nM6rW&8fYj6BS{CRrtcs6T5cug&iEYu9`T%rf>)5 z2fDW7-a8dXd=)1_1CE_3hTkMAcrVEmH2D^!irN!EvZM|Yj2A*;tBE3Ui>D10?IS>B z_#7bEu7#wQZMv@UxFs9*6?5PKl;MnF!F(lr0nDyQ8Lz_c4={ON4+>UMk4Tt*wwlp) ztVa=RGc3U5NWv@3&%Yy_<3L9Q>Fc3 zx4weGf;p4((b}Z^PR1APA?Fb?_<6my64QRUTMdgq!OB~(O<+omHKuMYxWNP`uhs5z z@m_GZS{)$4cq`Pz@IyRY#66_qylB8ERO=WT3T}iig&!zcW;9Zqlne-Eela3t>UK1K z#M$qmZb!(-eWq1oD2d5?Xw`rP^Yvh?@Ix3;Vrs?ee*h?$J>Y^n)3!{_?7MAQOmJrE znfaVv)|&G(N(nV80z&WB7p*+2S@)%vp&mZXg7ZLfdB8 z(2(iX;7-M*-b1ejSTHwbZtG*gLp!|8B`SEEk=v(8J+s3{ZUza)H$utSk0-)UP|W@V z0594A2d2jVvLEF~=fnLk0SZ=OQ4C*k{pn~?K!ULum8_&NYQ>a?dwd)doEJkO*v~g< z|D;%}3K*G!^oZaSW!ZEeaV9&KWdjPeds+sNiiz zzaXut5OFO#eDuozgS}b5+k7`&oYqPC9=?7T0fH@RO^z*BwjEj%2L)@?Pq_q{a_!Jh zF-&kq_1Jx$FVhb7Si*w&^5kSbm~7`K_CMyA^q9D2u%j=!&LR&7x=RV2xpTl8tKtNW z0m-vjG?2Y%(w!}~gR^|T{`>AQdyGjyfyU-3e0Dlrt&{W2`{pS{1KCBECld)oo}E@) zPs-;CV4%9fs8&_IIvXtx*rCs}MR*{5gApbbLlI3SPsJ+51(RkG{*%`B|7XuyA+eB~ zOY~^>bUvDe*kt!8j1WKJq;Wnxh^y{dL=av~3B`46P4C>!7v00YAn8UY+|f{MtpXyO zJA;S3rDPL+%AhkD;eqTLWQC}5qeZ=#(&iECs5FCnn>Fc;3Xcln8ws(wS2sMJjn24f zHLFIg)Di9ua(V@Ic?@!g3-T*T&g(f{ap3c5&8XX&YmW)i+Xd3$dU__eSTxJC3T{9{ z!mW}7>%X(=rdc7?C~(LS@J_3M;e5o;4{0V3Y7rJ4LXzGq2@2G;_hK(=UQP48d^MC^ zn8vwm&#nhWE^lUO{U2FzYy9_})Bpy3+QCrdrQxEYi^sgFb?#syT#%>Ts!3$p8q0X+ zZZ)8SIBn+?N^MgOVV!u|)VZB=Xh`@;Qtm9>(8m8tUvg2rRRZAb5IQchK-gt`A7kBQ z`do$%(oEXhs-lMk<@G$}P(B=^neFVRwXmSh<#t|kPojt18c0wko=f$TZ-{jDTnt{3 z>~ub2jjJn}!2?;+m(ewo#;1uJRoA|Z0fRp2PAJvsbU`s|S&qAQCk-lylTMV9&|*kR z-L(^qaY3HcU`n(QFH&`_!5$KnIYTe#Nt~YDVZ-WBL7X^+l;m5P*{)6@FhQEjtr?@l zt*sual}80}F1PC=G}ngdL~^EhduYQAFz9o6{;pcptOfT_!WI*xZ_4pUT;$L! zceRZ>1P7{Q4PaKE{py!2cU{*293lu4FPc6+VSHV^XbT9sq${LP%{+N1edNpNJv~6q^o&wovyA-1Pkh->0b)&zD#d$L7q4@6aazMvaWuH z!2?;+NzjMM#I$QC0ZfplIov-u4EmX@Yd(*zVWc^vsIGGA-8qLI6FE%!CQ`KJD?MHN zCWi>ZWXe6Khk>Wd8DA6aI^_(9{{1cDlA-hX}%?{eHV0EjF@PySCo|3fd%}tI=f2N1Lwsbci5K>hG$W z)9Yn2;$YYM+n|CtacDvkTA~xN!n!&%0vZyM>E(*fk%$>}*XgB)1ZC1{*Q0qgwAEnC zgLijrwG0^aNsia%k`VWqyXM$Kf-+|U;_gA~tXom>Gq-R=xEBxcGJ(C3lUD8p| z#E-Un#6z)NJBk1b+GHuLc zjSW2J!56_HBhCGKm>xy%oO^(RHjG;km|u)Nblgf&K^&$pAxV#$w-OViVXzblu)`X! zKOZ_+7N8*^G&7m5zs=h`G6aMUCz~vpK_1%Sl+ht1t$Ow1n{BeI*tzNjR1hak&1~}a zwvF3lTx{cp`4vmi<34H*7kSPYyU%@8Ms0UzK^)dZkfg7ztQfCI*4I`R$l|T6utpF* zH19E``>}_v5oBPI&*1(d4Q)u|JMKf>-z+fblgdQ&nXRm@Ew@1hangh+Nw2$TQMLmv z$b-`#C6Ze$hdTWN5|lYZXSP{-Fm!1bEfUt-E}Fz_%WaRlXc28`7cEXAi}ui^REde) z=Gt(x*%f;tJ+$El81#w%MNO%3A`CT+5=xG-%f0C9cD-W4L-z?o4s*L`(TB+#sB;d*E?QD| z?T$!)yGzJR1PkLP9)(SlY&vxHC>m4{CymA?>2Y_7W!mF{Jk5332Z}3J=UfL=5GR8? z+XRZayAJXU81%_ZH*A!|)Lj>q0w`#cvA4h77nCyJeM!b6u~QM}w(Gi%fJUB^*+Gw+ zAR*IkUj>v&i?ty@Qc``jcolQ>$cj@11HK4b2lk10?1woJE_6zfnpu7gkKWyeRLrY-^%^d;} zfmP$k=2%ly5MNJ-=c8v8t@?`aMVje$D{})2>Kl3L&FDmMYsRGA+zuDyKLz=d>f0^7 zUROOF(IaP6*tFg~8P4j(8HFpO38Q@Z?9aQaFOXTeD`+6?X8@4jp+0kXwyL+wYBH>s zV|pcnSN?zMNn4IbCC-{_N~bJNX7%{l@x)0Uh1eqrU~F$8J`?e#wWq`*kujgqIr)RfaI zhIsRR-(Cd}4E_eAFwu*cg%zGwp2H%6%rLg5HzN)26yh@CweNL#`y7U zJE7ahQ+`$;{I-2nN7C)qw`e6t?qU z`95qHQ|+a2@oZS1d{c?jjz=h6dXgYeLE+zq!YG#Rie5XQU}^Looh{|WmR0}tFh>c+ zAM8-Ppck&lS7Vj&k3CBS2Q>Y-U6XIvOw!l=N&*EGeY``FyXQ~Qb~n?pDOsj%*t52T z3@Uf@EtBeGdp2CIz8R>Os_MN?@y0HG1Im9*8y>lZjbRm+m3#3 zLJy&jH^bRzakd?u@rKZIuOg|S@K+(P*FJiKK?w2JMtff)7KBq8hw7eyJf@3I*sGx9X+a(v)e=XxQ z_uh6BHt2jm)RycBH-EMqZTPFLPy1~To&kD3+@XgaL`@fLTb51&+#Zd=yhiLuplU}C z=Snd60DKPLa}SqrK_jg?we`YF3QNAK$CbDc+!AOj;O$|$hy}X-F5qNqSZ0cp8_mx9 zt#vJ|(7mING3#1QC&-Ju=RQVKLE(;CX}%V%xp0X+*UE$o8fk&QtyY@vIsafP7Wn_U z-vZ}EP^YjUycb%vI=TfJ*IpXKg2?xvG2(*8-|Q~sOpD`MPx~+MEGIPodWUA`K8Ws? zIXjb{73UeDmo|J_ThekQ-miVqvph=xH9P$2Ekz9|tSt2GPYWjK+u=`BJdnlz{?8x& z;4gk){ugh<^z2w$B8ZBY{N@vik3FB$Nq4giJDO2A2|w=fX3=HIuZ;tmVz(hmZ#Lwo zWmR3=hISU{qEiB)x<}ujCe7Ml%U*o|DETh}7R-_BemYu=Ukz!;lV)p!`{tM5yPwah zMMc|*)$qKU@u-#^Tz4fKbbcB#IB5B%*{n5d14DX0Q$$G_AKpRe386MxB5nIJiDl*6 zVTp7X4U|P)#fF|0ux|X|DgAVx7A!KaLUiaMiulm-PE)3twDq#$wf}z|UV$euM z5%2n>9&hM$(co@9eoFt|x8a2B!6VkpTe@-Y6n_jPx7l5WZH&OvJQ}Umv?pzjuXre? zKyv`r1LhQD&>`eqDEBsql2UAxIX#}o>ugJLXl#*#hm;$6DNAD-W)00TwB6QlxFCOD zkU!ooXb>IHxEgr1K5_tm1k;TGO(~hEu6x6X;a`2GSZkhFVoGjb) zY8enf&aYYvYD<@%mb5WPYpd1EakbaR!~Ug~WrNUb1);)6)SM)3smv%jLIv?#dE)h! z9Qu_E4EJSuklw={4K_rC3jEb}v)pd(oLA##)Sl>MCmp$~?cZ3NKC}Y2z(dN1um?}; zM9@JCbF|nTJY{-XW;U&M*~I}-H%;`q8QH`1Zkxd!|L<^EeJhR{D=fpY>@Zev|1Lyy9x7LkoT#VS5ru~#fH{==r{|Vj^uL-T zlBPzS(~=M!o@6Ck?;b+36mg5#i+pe8W_|s?OnFQWt_%u|P?bH;p$gO^G&}YInD+c|EpaT%hi~U}Iwe=taL_zWV=8!AA~Oqt zsshK)4AtGpI_G3$WaOS%((8^goV^~Sc*k^yy?~baZC)wzJ4#MHq&@+^uWwEJ@kJW zkIzicOBl9gF_ZfNFe8iNp9(Y(+9@Z5xL7MMw0z+hERxL8F zsP5GP^{}!)q!X5}BPS3Rh#<^ILgYF3FK|KL2M6runjR*t5pG6th!$M^(!axo$4yC?Lj9 z^OwbBr~1@WFu*-ja#mDB1#xY~M{Ves7WXIo&ZfbOFVH~LTPBqUH$(F6A-2!Qj5JG>U6iRz7H|s6! za~5ZNFSM&a+5j7ijY%QckJbTKw5)lJFB$u`oI>bt+J+HQwN79jDU+l0lR5ziA@nCo zCrDJPC%RBvie>|q*3DdKCHhMX)9H?rNMvk~cqoK7=d9zEhLgm}hDj@JznZ^1r`K#) zqjwT%4HKlb_3P+~3R+dm4Xp<6*KsO{Yb#Rv!aXA_H$M(;H^u~MZJl#7v%s6xr}OKzuaIZocK`C=E> zwiTkirL!~-Gk75;Y_L{aA=;0Y^Os^qVemqXcp$4SOxWbPsgA+J1Y?4~+ z&ABYI8;!;O!KbbS7v!~B&g>33qkFwhKkQ*lkk&S~Fduv;V~dyw!rJPoNzXbbabIKb zdYZ67V%vO(`RF^C4+%67b;#G6u1RdO!E33})i6Pt-=30f1v0l;tM`Kd@KCo~Ty)*m zD7~00`0YA_H%gWPmJw1Owyqhfdxhrayvgq4U;MPiKq(b8iTSLMFj~lqeMnvJj*}I! zL7DKQpe!up#lqAJD8~s4WCwN8XrDSoa#8(6x&j$=`OW_Df?%(7y-+=EbeygDnqjg0 zC~ACnb_!$%?Ub$-p2$vo#ZU}>P;O?ir%z|*n4*igU?nl(-l)Q2Ph9oX?aEP_zyw8w z=oyxJVo4{7o`DLQ{81xW=iES_bwbr$_oHlNCls2siGqc~YRbti6sWv~_CNeTxA}w| zJc$ArGmv_r`37xEiYq(vO?rGX>)V@Cu!kg zGU#ftShJcEyZFg0*04dD7@0;sj-gf7a_R+#BYi$0h0dQA>tgdsyiO4tQ@z!$tJatp zdc|&dvCxxy07#)z%mm~tnyiedSDLz7(=sX)7H0!a zrjRj0VM`opRx9E{K3N=U*r2S?12Dlfou)WRA1P2lQ=xy`B;@nd>dCreea+@SyuZ=X z#%(6A7V8P$1%I+O4rH)ai*GeEE#HZ6HEaizu?3xzD`RX>=8wEA{d@{yni*tr=TdJ} zI>xyi4Yc^fFH%dg{Gr~3bBq+W1R~}wVHGiX9hcadcK^dMngk#0RPb{%qxjwRei<8- z6(WO4`0L}wA>~sYo+26JxRNmFhXIW^)czcqt+)-K~qaLbD)DXuX&Z1AI| zWYUb!=vH9y7M;GPIKTrkKmj#=+nTh7TYVUxSM)xtX~0D^QMXEmZIfYwHb1XY(6(Lg zYufaYic^nm)#4Zx)U{h~yIa>eal>0KW`Z_9-|aK_fM%=~kDPlXZmzz9tZ1zS9xD7O zq@V(x822mG?WS4`SfI&oI>~6tIASbK-8)oC%aB1K_xjkl{-fpOCC%8-49btN{Sy3crw0T~-K9xUUy%ES^+QpPbE6rvS&b@Gw>pY%o`eJfmw{R|rH zw<;45M&8aoNfH zbzP;g7!j1Um0}zRVqrsBTU@^3Mc2*x#dNu$*LZ64 zKQvWHH$t--_xa%|Nr2djkH2t45WbuJnI3win_J9qS>8jf=obO8%+BE<=%biW4oJ~`78f6c>xog zf9!t0tX{H0|C??!1_sElJ7iie@VQ|G|JaQnLIcnH=j(cDZp*7_@Q6Q|?Nr47f{wY5 zXOrE8aVy%8faJ=t0S-ST6cBVjqzQkr`@7auqWcBEbwcCd4STDYOTa_OyMaFZ$p~3Y z&gc|*Vi!d_A8=ZwL8PZN^Wf##xfiqQtn0eXfkAyp3`Mh%p{5-Ou#CZ zPXi4BZ-tM-pG+#ci~nNIuP;?xb{H^PC3tX%cr$z!{$xaKcdtaSRZJ!Zh*k{_8xpdS zc4Is=?-auXH$ea~d3zW!iCYY0j|LkO-VRm_f3k8jj-i-i4j|=1F(QO#j1Cz$f(`9$t<+mG0ggq9Umxz21r$*d3>2hM0r=ln)r&%% z=u-e$aEQ1aG)L)@x}bP>CjjL$Z!%|bL47xT5m9IAfMS*>K$Xdb|3~dZM4$7!KJ7yW zx;_84^6_m!1LfZ%gFXt&UgXwvF^U6&K4G~?05NG@uwt5CdpsF2KwaSA5D|?{V!=^= zJ(kgDY*K(fBqa3JPa-71LrB3#ST8-6GL(-n0*Hy)&Def4VK7Pi+Z1(zMSy;%`|>+&KHev@~y%Ruj(q_vOx0P3su;5w4HSFn&p|EiFdy z#s&)ne?~>|hiXNAxDn0Ou&n)EnF1Gfh{-<&1%}rGLz<0$=+41!Sp0s(vfl6u@LFtj zC?ivYg`8Xq9EF$86tmYQlSPQ&qrix=3BQi_8!A>l1@X__t(XFX{f(G?JDt?rJ3i^d z>EOV0BQTlCTiSPGn*-*I$InDJwquy!q+kQv#=qyRs|fq0Ld`)#LF7&IEuDq>W=*MC zo_lyxgb2PXQI5BCN{FgFWBaswfzE*kE|$0Leq+j%v-Qebg9yGTiqTXI%T|vlW}v|E zdazzyE!W~Q=i}EG8t?OH;CUWHElJVpvA zpeSlXXtS`m#j!^l;=sTXm2oD>_9$bI7I=0WYIsIpJbg5poXHhXMQe5LzITnf#LBUx zTZ6l^I4rPS@mfq?=uVH7+(DtRS|K+;1Jn0orWd?1`rE^?tHeS`V0a^9piWaIT3Lmk z6-Yc7c;cMUYA_2|-E(4)z;Hdv37xxpQ7z~M5AQR4*4bncAoyO7_!et97vJ6292Qt& zyDgs$46jA`ST44lLeY{G%HKleI97`-Zx*|ASSWDZjPkMC)sxkhh6K|k&(DL- z9>5^M8JEsxu=;6`zz~x!^U%|Zt9@t`EsD;~gk8lPF3~{?-CLg79cW-xq2BzDQ<;+sYtUB9Y zEUM=fpBK@rX5^b~0Sex$f_F37K4-qD7=aZE%rIIwaK$xiE1xy*9+NB-IAV`C+tmj3 z_y`buvB#UAhxGV>2eungX_W%5V$4%0uow}HaSeFBo)1_9fCi?>6UR@#dNP{qcYGzU zvnK{Pa7DSYKTfAp=JcKGb%O?`$RF)*n|e(Lei>Qk2pj{p^6|0i0DNJ@dL=yXIUcX7 zmpd_;+!CpUkksb}Q!!bYFEr2&%WKU%jJZ8vXj~-#s;5HhN&l+TH& zVaY`Be09#Zbt@K90oGnD78wG{#X%2I?&Ld3gV_P#kkQ1B#12iEiR*0F*ilA@kauCj zG-*@8VW{|qTk&B?3Ro7n!hw?AiBzan$0gNF$boYh-e@ZDvt-U8%;{1gAR;j z_!RSC4NAfnAVJCVmsv>Yl|QkRa1F|~my>4|ovTW$sTflL!@3Cm!T^!CoBY?1`M6dn zmTCc$VGNic{r=^0G9CTq;U}M^ZuzUjbC~vPN5pY}|9ZgB*iSKCm17Wocr|c@48}%N zOf2ST0$3(D8Q<%e8{u{Lj5$a45{7#8o2L)IdQ`fBM$yX0Sgx4bz>&?n@n?~Q%^gANfN#NS0C{9$X;L#N?56Qejp9D}xr5iD9!Yg%y^n=now%CkV!yK$ycOLaMm z6(cIlWGS?AswtoNRxJG=E5}ek&inDlsdZ@fhbkI#BgHZ17*k;%PXb9F#-HaT(Q^l{ zq;o6!iZQH86?h=*evFU`+sv7r6nl$fJcS}6fRrD_pQci5gv^xPzbo4FsCiImikTqp z2MTf0s}xs>#;96lh6b`q%__~nirrHKHmeRC65fmR5Ea{g^=!3%u`)Y?dF@w>&0@$l zvoH<_BA4E6X#eY+;xctLo<91_Z8D*mQTkVT;hoB*1D;nC{vk^MDHNy6DKlGNRDm%d z9u(s#Acq>*@Uak1HOpP^!CQM(TNXeMDT-JiifUH)UWlR&3pv|{_WAQQbydv@sE1U= zG>}D&NB|JBXx72miUmhiBN8wVi3%i;)K+|yx~{(6%YpI0#TT(aRGW+E6bVi_Rj$L`zp`q{kt zW>V8_q2^B`Gu~cN(0AKpuING?+EFmC#l^sCA8+tlEEjP=O`$|h*!u2DG|Sem z@Sn*0%-ZVI<~#Q~+>kz(XM@7GgzvgqVZKREb*by8qC5iwl#JSyjJIyXinkh%rn3R- zXrnA)gi@L#G~uwxWw05|3z}1bS&jcWutv!Rb-v$_QD+}xcCxwoRMVF%%jJq{%*TkJ z%Qul3U8V{-S*)+F9zZmZ?W!UgX!0Gv1|XDVNIagOkJo&0Zai>NCS=gpZZmhg;mK|0 zX`t!Pv)=#6-5oevn-{glv~_r2ucX<|1~glV4=VF*ga3+d3BN3895V9e*`P3APyIJ} z0}feF6C&vHJ!?@Xd~)NdqB5ul9Svf+nsOE>`i1bg&#Uvvez9|v)qg_!P}VQ1+1NQC z4{wTB=gRmB1Y)XZ_P&kZ5si|6h7n(c^G{tix+tI@{-Hosq{nl=Od_u?lS9~@5 zxUqE3MmYv(xyAg~r%X2gDfSC992xeST(av_;>gmZm~UyavZ|j~vwyDmEiV0QvdWx2W5V$EvV)Y4k{qo(bZ9 zsj#EpDoE=Rba%=4=Rf-y)2ST?cG77ULqH12f1#JWrkmQaWF8Nuw9^>fG{>wE{Z|Un zbeD&@SH2tzzA+%f$AT;`gu6M)cJDO+Rb8+7YM*v$_ediLGDy^fEc2Crftq>mi9%LP zcdX2u!=6wk=pfTgU$qyw+4_+waqW!nktH6nL8PY0?Pr<&3n#K=Ob3~oR?2=yot1Rk z*NIvwP6(-*sLH+^uU88`{y0%o&9FkWrYlHOLgsXSu5WdsuApFqSk@2t?AKprx~;SI z_|b2lJY^B8Z$F@&3F3Ydw@**z%grL!ttNfHe!%5v*J4X`{ty=gvUaHLqu)IE%M&W$)jJ6CYud~Nham9!wonv?6?DeVSu2!BYrizG*`R%RNj61 zWk1pw7SvZc_4Kk5$J#&b#p&=$WXYc9o@5peWLHGaUsZ5;AQKKlyZdDE^)sdi1l?V3O!MoCmI3V*FD#G$ z)XStC7vwh*@^AOV&3GU5<#mvt6yck6+28B+n$IQn3*QVD)FQ|&=Hh&LzaVGfKqWku z#zo>8s(v2p@IZEtm!kb~Jf-{L$IIDYu(DK4&;lzHcmy!$MTMbMGsg8h4pgFgEML`gn)cz7fBmXQ0|`peewceE)0gG?wI2Z!q{5`DwYVy~pGhrT zfoe^C#Q{st!huROQ~tSA#@4Ty0wM@S+0ngmFJC2B;`J-LfC*AjcFErSer3ltOKr7-B0o)4Mw zI~)7u&;u6f=$Yps+Xh-8H-MlMmBCD*Fz@VF87v&A5-iZc?AOi* zOppqL(iNfd6kb1rdO*;ARt4ImI&hB2@pn{*>D=^ve(bV zUZB|D696-sa`=$)LHIHwC2JzZ@x%anSWd$MN$-cRg(S1jGv_^uy>J1uT~SN{LHEPQ zPSDD@P|1}Q+u;IUR!jm9As>bhjgT)_TeDxnyG}(eo->YOS80IF=qa;6mMAd(fvIW9 zuF}2*R-k~OAA}60b~1vt>wPWWtyk>S4yXss6p^Sz(Gd}Pkows~Oeha4Dk6cXR*#D7 zLL85V^{AKyvfd4*HU;QC+^uosd|YwSO+d^PUX}o2MD_P+OVzD!_0Pb!3t1F`;y^-T z_;w+#S*I;n8@@GYAR#e4g#0j+s_~PDG(LPpXB5AnUPeoVRvZ%vxEXJ0p@A?FfpTA% z*v)!geJgvB1foVER~c)~S9D}xZnvaOC$uQb$1RF=^?-iZW+@p&{wTm0k)}8w&;v`a z;xaWpS#c**+$R@+Gy2+ij**t>+nz+4=Ycd4$FsRf9IkI1FS9__N5ST~!c4s&Ze|o4 z%mTckNK-b*6rEr?a$)-iJ`|g_Jn577?F5%N4oG@T!(WPQ^cdidri6JF9ZHhqfFu!Y zkprKcIv2FBE$vtJ4Yn;b5GKZY;tR7nl9$$Ztk+7U69xC3zvRXPMiVJv{ zn%+tWq0vAwWX&~P=6gR9i~J(i*=L}rV}s1BJrkL6S0vUsj6GZFAXI11s59{2KmXnz zeb4+~Ecir*jcB3wr@6qHHyZ=JjDu{1@_{scYMSFAVYDDjD^GzO_{Z%vi#NVfjq{+a$F>SQC5c6Aqe>kt(-E8-2Q~67L1Qs~{)cpHyJwAK26H69< z+l8S)0{*S}di3f3{Jf%Dn!o(5xq)OfGn*9o_EF8QnYG`(Qo;k{jg&Fj^`zN}ROGX0 zV7r-T`#GBx(d^1=rTcla^XX2W&t5qmx0jkt>aCO(5xKluX5~56)c%9CA-5UpzNqKo zz%r7R$aF%X13s_)!gYx3rn=$p#7UMCq*#A5#GXe-4 zuLX|u@u)S1O1fyLDGNP+o{4=awV=Lr;ez8`qD@&V|- z?&7u<1?W+Un13IpL>eTpM0wa%3qB6$ln09f^e7LzdcR7piRe_`4N`{1G%dqeszCya ziMietYy+0M)p0R5#R8LwxsN9=BERbqa|IAMOm6s3bcHpeIW9LT7MQLlOi3sEAC9Ul zoQn0YjlYGTT|Xo4%^&A)5(zmnwsUvFx-LuFkvPtFDOSw%lwJz)u8YI+FT}Nro?EQ*ZKT{W~rD*XwF!L9)TmwVS@RC`NrR%I{Na_^Iv{l?Ov?w zXU(mu)ywH(FK(*V?2>3eUEienYa0h7{U9%Cx?a+>Sv6iciM(&2*-g@jXwj6AK-As5 zsLSGMy~~KBVv{@|WL16e)5*5|1KH@}z>t9hII@q)Y-)Jc=~w2ah5G8T8z3n?y}T zk8RP@ZBuZF;8CPW7wUPeqGuGzphE_aA|m0SQ6#~JghFvN6+Je@P{q-JLj;c^k=9Vl zV;w!CNERPb-Z0awbSAkTjmPGXV%AGB+bR}~61W`GihBA3GI=;K-TY=tFQ5L?liz;* zxqb7arUj(rM5N*vyM?jMWC;+AcasG5cC&8=6wH5Y?pqseY3nL8sA8s**NXrH z-df&QgND>x#@qHofVD?5L;347mf(Rkl}T`q{(H&Y5&AH6+Q$S&M84b`wo(SAyPbe zIjuH3+GNf6k1@Epp5ZV$guGcw`h?ck`OBe-Ar-({jo^?W;2yq_mUt?U1t_i%1Xe4* z1qOXn{-_Vs=B;SA1YhatTK)+rXm3I(QcR}b?&%R~R_cmL2EeckOH7b9;iXA1o4H!S zXcb$2+G!h95I40N#A!_HTB|uC2=72(^E1uq?Pv?DaB0O=pFql5*d2ecu%Nz%4?vwn zPen5bj4UY&m^Y9VbeV{$*iQkJETM-)4wKSMSN-~yCSL$d^O#2H-g$J8$YVlzY2P_w z^`tMQhXmzalmSZ8{r(_%=0kBEFQBr;8RLRHiAObEZ%6yAScdz?BVdBG3H``%T`g%4 zoC!%?Lw^>yNKadvn?{Ibye~Zi27S`~&QLg};Sva8Q%p<0ZGdirdH3S#NA6dyjjoG8g5Zmy@lJOnmmUYgaV`3+k&d zkxw&Uo%7vciXGK}$XVIqfvoA?fNcA~J{B>fCYPDFYxgFH3-T+F=@Zdk8K+`S69~DC z8aPnNTDzP)t6V$F7<<;*2o=QAz{So~PXjYtkjK3W)2zEhxhA$puObBoy^L5*uP2^< z>>05dOprEX1n*QYCiO}_mE3iVARs~6%+|QyKbcK7X2y!{W}i|AjyYJ@*_u2u1iZEI zQQF)n>Wg<2je=u)D>f(q&Ba7HOKA+X&LIRdD78=vw-RBPQoup&{c zFas{{nk5pb`APD*IkoiIzOJ*nKrz+k?|h6sJ-k&Sfo4roqql_+D*rNpDt=@h^rIec zdRg!4^nw{TwErO0ZVyjT1crH&TJWF4Y0Yv$+lPm>rL{wGyI%rZD0wN4PpADffpKT+ zBFk+r*Zalni{zwDbvgsal(6FmiPFy}yU7KeS1lIte+;HDO9f?V{g%m15A8{Mk^gY@ zyM+)c58E$!r{Z+>V{ceA>t9W{GLLf>OI2}AN8&2^x{=VpRzFGr;-vJ>|DKTdGO7lk0KxWyttRw<15pfR=K*H0fjr<)7DS~tyX>UYE0u*3#^X-k`a zk#qxwYiSE)Q1@|C4(SJGp34~YGwKOmP;F+;_-wEWtRRN!kB(6Nl^594AxouH zwxJs|=qSQ>p$t?|mX1DbM!uq*VHI7LNIULQqYXFu$a6tkT7P-^$`$CCI%GRK9m4iy>0mU2`X$#b_af$~30%kCK`&TujLjK~*|>d}1qY{C0b!$p!J-7yLs2#d+5ROsoT@R0WJ8fNGo>2)V=dVYGvmJ?djdAHwBcJv^W*(}*~SQC}Q&AXM@pzjxn zEi+%#m3jB&%k!_RYF6>xW8VyB&%?aX+|0c|d$ZZs9CS<%eYET`yIjB6t;47yK629n z4k7mze^^dNU;W#|Pd=l|6zEkLI!i{+3AsPAc22WP$Y8lCpEgu*-_CKTGxVB$E3L$Q zD*k@MYK~tvc{XP-Gr87mT}jDH$jJGXMuVwCqvT3P#bq)Uf!jJ@f#=3@GGCmnUyeSV zoV{8!uiUb7RhSnjmJWXrkf6Mk{=S%;RpOm(#g16u6i7WNXs;l-leLhiYd$$#$$^j| zv~ZxhhJ=o4ze>myTa1B`A@hKsdkaY|ou9@vd)3F*1gtC-7X||@B~GCs;ca}xB+y9K zN#L8k6c=m&uB;)#hKT$4DiQH~zMY?maYIYMq&J}JN&V_0;I*p&IApwo&zKCi$1qbO ziY;FNEbCzC5RxwxTG~5Vp+wjakuMaJ5O#}aBnK&!7#uR*gAG}s>^C!7$jT~F>_G!$ zxmW}~#56(o;cuuhr>i>YF!)j&;_Mo91tci1LoEGnBE$K5As@t4>=XwG%P~g;;p<3C zKc{Q1ifiQXz2tIWplPBy(ah%C>7?dex2{n=f&*2YqqGmwBS*aVaTOUS2`0#$Q~S?C zxMH6>Af)XYJme{M3;W}sZV@4Zuxb2#?zU#>X+`^iSr)rC{s|~(Z^9y!VnNGZ-v2qP zV#_sPq+uB*NMA#0Ln^x)iVhq;Psj{bj>J3&&g|HO#A1Qu4M?G!xTc2DDDD9SfXs_W z15xZAzD>(SsvhpaL36aG^%&eMIVfmjvt~MpJ{FJF$o!ig|4`lZc+aA)7arHW1O!&bq#c3j7@i>_S z2K}4(B&N45FVXXArI@M!Sdl*hpH4=31MEAK!O2*?nSEd-nF6ot?Lr}Tb0X*@PBj!)<*BQdV&>;pMq(BFmIK5SCuM^%c` zgn;5TAcNaNPEMK`()A|~xF8Q5rbc1r7QD_KCJ74K(4THn&}kb{)Sdg&0u!W}QYJ?{ ziJ=27$U~Fj)zK)L1-H&kN`wcp&@%fUr*yvw-{{l1WoC#igllo1N`FFw2*SjHa)bB2 z4g^e)CT2~C@qKey8q0gDQw1K>X$&56cN>ulL6CmTJaVR3r2$Yj1O`+PCo#w*Nv19O z#-Iiiv`IKHDVCY5Vfx117#HMsV58XB+g&Y>R4Xn*08-J~9v0Mz7n=yk`xt$_*dc;2 zaV*oqq@;ZvE1-fnaV(SMS@nu%wy$F~prB34)}*j6M{wf4WgEeQx>-4bTP3;ex^lz- zi*(7DtS_Af1YOdGZp8lDzHO+%16k6-(2rzsJ|gMc!T=MbVP@Y4d^ZqbF~9T7K8Gw) zW`?_cDaCYBl1sPFF=#G5WHFbS`q(#@9ukzSeVNV81=FEh7|+l2XT825CO91h#*G=#j<$y!bG zbJKH*owiS_$v|P)#EC3zx}Mb6i6U4~hsh5LkwzR_j)`;KXZ9fh20d%EZ7R9g)29_} z06`b#ntX0C*_GP5^Mqd(83I`NH}VE{FfPq9b*bvcd;V^wjvJ@;~Yhp6L*>wv?5gal~1!80*m%$Ba3wAMFSV2l{ zL9daJby$&fUO_6N!y4}{DT&#*C+vn`AZNZ6*YE=|8Hh$@9>YUQsbI`3@u{4&!G?&E zlbVF-B>X^58o(i=%@(I}QlmoUq$c6%oHRm*HJZN9(s-(k7jidC*WMjR1YxtnXn#&d zvt3sh0~&~${<-}r(*SlI%EovgYx+0lM?_z{i%Zt>uKk-VFzA~ON1Q4j{JVBI^2iX7 z&A$~e)Z$jcZ-7DH)af`?90=ncX4i(NgbfkdLJ09EmM}yi1Y`)v7J^N7ib80BLI1|m zULW*)UcI1!c=fGVYf|j<G-9L>#!zK6VsEj4JW~FUPf8pS{|NEq#5sfCsMF7j|ni*kk7F;|m@ROg~)GVX+-u z8?zlfq(7OvT(+Z&JuNbf>2B*Wy#iLPwshkkpBPqL02XjvZ%a!9VebV1DXbC2jPg`* zyrB_sKvQ6VoVUtyjP;ljP2Wqa#DYV_t(=JDd1TG}!(n<03*sM@h{rGJ7WDOt?YOQk z$VTB#sv@82QcL13TH}QBUiMVB_fLjp4VfZ?fefsJAd2FtLWUMK>|nQ zS9RjJ9sSAyfgvjQovhj??0`0Nh*5z9)lUu zGdeu5-4JY46E<>tjb`?!oI@aj@w#U;mldDU4d|oK7IJM+vyzh%3PA87hvDbcWxC~1 zB7*S)nZsY3%cdw$)vvy!_f*WIqSA>J_uyxWv=NXefFAg9ll-?-H~*E!_$*F#^Wzi~ ztnlN{=M%aBVRSa%ktZ<5Zhp-1z}A$qW21X9rq5^|kMVUZWq}CB#*h8)u6i-Tj(*Gm z!FL5-<$g|jW}0>`Q)wbJFg5<-e%tJ~muLIkZjiX=OE1DKu-22=e0@=`_uOYXda27v zgb7w*)g6txSrPWKszn3S?WX){x^<4O^>s&tmeU9p-1if1d+Q|~lUQ!nE7^`}W|7+jNNlLM<5he?56tfC zYGkHar~8^-BImxP*~^*o=TN~6+dnpy=Tlo}e{HHzvazX~?X$4pzUg!Q*u5b6nb}Nl zS_f9*DHu-g&)C_(xuNJe<)_Y;B6j9+(6f@w|Ia6dVcKdaeMN#ifP7|Y1P)SK-oKGWsjC$ILQ{BeH5g2%`di&d-9=xokdoc^CSQGLP@xYY9fs5toi;6C~ zWA(mAo*Wo>&?~bdsJ?x+UhJ1EGfZQA-FjsiQ1GJPX_L@I&-|QUGTE))8KZ&e-Q|9< zoBQ_wDe#Q`X+5{kY}#wMN8ixjSXMRbY68)frufGU4J3WoE@?N}J{!-dzs7X^r(*s} zNKohsTo89piu;N-nvN#ZZ})TYuz)5EYZNhpb{SX@ju)5*l>q|CcvD(~!kc+mGIQOK zX2Mfr4$c4}_e(8_KH?h({Vb+CV>Tl zekcXG&_A8foluLh@!0Y1(k?j0ab-MEz%7zNUgACei)3DSDDR2!4~VFi8`1e5R)oWc zh&%a$I;WR)S$NazGuF6_GlYeQgxh%u7vfB{X3w==fkB6WB+xsNlw`bGznIMV9Li9E zJ|Tgeq%ymdrAjkYWlmWjs8B$gJvYp-1!T}6pin@Ro1_(*&&6D|Zv#6Y3r%`pNdXut1(AzSw#Yts&Q#@2I z;j;Zl$)OS>tMVzt#1;A{GAp#uy`nV=TBIC(7XFy-E;}2jhtS3ci~YGyq`47e#mDZ` zldANDkojYs%ndy&#ai^qNkv+^BPG_=^!axv(b7TU&vaHa-()Udxj3mUBT~ryi(}=| zNunKh(#3bA*)c=7(p!@UZBFa0>{%P7E0}M-b61E+H5UDfW~l8`kdx`O61%fbU{Og2 zi9c%b*5;cu*#Fn?9xB)%FbVa`$!bCiYg>9hVOu?Pe=)nUOe4iY)KHT%|o0J`%{%zw}W0tot;u@!+4y~?d5()d;a<4(n*Cjj1Zc{&TLVn zb5BFn^cFfuOgeV#8=9kg`HGHt(caZs9P}EhW7oz9k?nSbNIKUcG@itcoDLF4t(C`r zGo`aibd2e8&3C<4r>H$CC8V~;PX8UnBzq0d>0_rPgv@fGKY6v9KJ+2}le(VpWwF5v zJ*9)hvL)khKAqI{Tm;O)TcI2wWF~#jrp~diXh#e^xb>u>J(!nkv5qxV-&4m7;pIvd z3#ajCX3zEDl`2mOsXA|ckZjaGskb^hNK86)*}^cBQmoPs)u}79L7=XmKc<0RTC!tYL^qk}|Uf#)OANeetsLaMI7|8=t1bH6-k zfjc@#)Yb3VTnva#TE8vZaRL`|lh#QES~duLUv}a)YdX{O$(H&XkE<=MRhg?(SY`R& z19jc9M3D7^gR;!REbj&V$Ek!lDo9I)4@pM0dz#7EZfOCL8E&ZILmMANesIu!$(o_! z-D3%wo!n34StbZe)*Ec{N5<*sjMajd=ulJqk^^G$RtjRq6H^aZAr5M#gbBi0tdvec z4R0mK0WojMVh`q=%fm~*8?p{s^H>T%E);kmDp`gN+RfCIw9rt?uqg`!C3`=U zq!~*MwfD2c1#vA!7zNYpZHkPe<;*+3C7Z4m*8y2WxdtK1a;@}RM%+=>~CK|y=FM9cj}an=n$ zsX-&&ZLAJ(VpyCzelExscci78sEn10a!4LfQBqB5rapTP|Ct}Zd zFXK5lP;uieTG|ppzBlkWQXEm3P7c$C2&E`Yuk1)XsB{aP!UnLUv#^9Xk)?oTG>e;_t7|zM+jhv@>CH zCLgwJ$zNTa(|ib>X!(e`#S^+7t6I2g4Fz0=W;PRh3;NMmIMBQi=xHcb$z2RBbxV;U zAcE}mi0tKjCvw%&hH1DQV1~*(u{9`_2Lx5*5VXl}%=)4IO3K24CNiFBLb1rt&S>gcFtyykbl4+29*BbZ?7hT-sh9Zx2&#}Lv*|`K^~#gS%Mexb zVTl|bh^{oHWUi{AXe%<+(%(H?PyrHjS0lRY1Hvr>R}Ei-3Bpi?DJ+Y;^{T=S4m81x z^zV~hvS+N983QEfLTsnss$C^A)+@F*h#+HmGjHq(w!V4ukf4i7Y%ZgFzY?=>povU4 ze@>0I$W%WQ0uf{(M4{n~=W=_6C;)=$&zc&R+@jwyMmb!!EE-5c9IVpTzE>RdcpwUf zJ726PgSJ-y%u=nT=k+QhqOyRX3Q^GhGMhga-q$M%MwlQB&hBo36m-3uy+H(7@W2Zh zn0k4jMFUBQ5;RXLvePR{I5^OR*hl|9bX*URpu5>rUjN&i?mv`9Y#H|-uEqiv#4Mjf z$9UotG5&g-Pnx8f)E9EV)l%VTv8JXgO+VVqr_UCZ7;6z(07Uj~<@l1mPD`!RQd&%~ zhH6ft%nX4n$reXFLBJy}S zqGX8IlZcJ+t~DMwkK%LO3usv&J6x?}P~G@)NIX{zJ$E~yHtFUMw2{D3hP!Rsmt3Ek6(A;QRVEXrq-R1Z)4M{Dx^&SpM92T@8G-Vs%UZJT$ z1X)yGG6wc5uY9m=8s)ej(qmiv)PZ|RUnqaadu=c7!tZ5I$Pg@LxL-)#y zgF{|onn6v*`wyWtqGt{U9jtjgN?cCc1Y*kCOLothf+G!pa*Isp>-3QYuUtKUy$ zRaIO$oSg}2z`zs6p#G<1kkQh2Xq}LV@&5adzxPMqGyezLsMyj2|1FG%TU>vE0Ej|A ztftK}^|q4E*fPPRA!{%}7#Z{wgZerG1!d%#P3s@GzWrRYfy~e~P4jSc4J7CyS4nGK zKUd)ma7>i6z&(jr6C7f2oir%DLcN27;lkVjZOu($W3Rab0D>wq-N570nzt*Ft2cwl z;e4-wM82XZoEruA>eeP?kr4+T1lN2J9L2;Fj7{r+2{T4H8+dG5^Ra2DS!ORIpCay6 zvm6}q6AWnneMQ#<2(Dg@N`wi*;P&+6&`VAMGD|n~$`8?rl^2UM+us1YKxR=(p8WIDM}c1%RLm z<&;K@UIyd=buh0JEs3?7Dm~&L&ZVc2EIjBnG7mN4GhaqWnb_(AX0H^vO#YVS>%Go zLW$C9>zMFQRH6|&bo`*n4YO59IZodbR2(U9P+M%2a6r@B&DV*h{gy5@WL~9sv8aJN zAjW}1#XHSsi3&5Cl0~GrUcLc5pabwwQt%a8cs`-8MCi~_u*jx1v(ahE3}lfQ9!lP8 zOv%c|C58Fo7Dn-sM+4bXI-KBu8voWJ;Ywc_NDU`|ns=LwFxyZkgHGd|Pw3JX9+nkX zyf=s~reXNdQmDx$ZR#%r)#LyU6>qG!qtEB{1A3AA)o8w=Qw}VGDBe^j0GIUy2pm@! z$96oM^OG}wd-(8Omc$`}<*HyY7iqJ+{9R`n3k9AVf@k|`NpI)!YtUNel+oKQAEypMdJgndK+*^C=ZU20 z<%Dh?7H8xX7iYwvhcz`U5cO{SeJUz>EJtzeN{pybWGNu$z4+rqPUaeZO;0QGgu{Bo z&HL?sL>;vArD!b%_al(NM(uvITCdI)@?3%A`N9E8aj1ZmWg`qTY#fl{h&q^YQSmxL+s+JZvV*pc9ik-!-@x%K$O$(WtJd z=fYaP!K0C*fSmSdL}IA&Gd+VxBhLXrKaLAJ@f=D_Qy?^nY33N1F2&V;G4f#-;#82= zUVJp|Aubjhy!adiv_3(HEzbf`NlaqNPt-%oaX`@hIC7Yn z#1d2Ig*lOCV1KB;mJmS7hlixls|3?+&2OYsT(%a&W@DpN1Re+~AJ1{0)IXi@Gj7V9%crx>oRxCWMZdfJC!PX4iSVmB;l5(w?x0BWq*W<(L;ig#~dnN zOvuMQk6tk+!UU;s8|qa^C+$~`9uRcAN-WX_qgR#icp&3pZjmfu^a^thE>E?5CXLvO z%E5t(w-W13#b1u=)k;`25OMR-3w5IT>y;-52P*FRW_B*~0A?@Ok1#>XtGG?DllNEl zs^S3>l-&L4iZ_}!W6e-6_xE@p<5in>wlCykM7^pu084b+^+McA+mp@#f{uGsOZ z%gfNENJ3_>GK?@mdb`Q%zOHP3X@eE5Ce2^6$f>xz6F|Hu6I2j~+(t?E^_aH1_u2d)P_fp_hL?)Z;~EK%K`TGAd|i{iR|mkv?H+;rg~&$6aR-o|PH!FNC5i)@lmf32u&ZPXGQDk#^RYCC#b(cQCjKbm=< zu3GV2YkFc9#8t*D9_X$KI$AGY@pf9}%SLjJ&B1|;>J7`=biLtk?`gX0#hh6*P|1AR z7Xw(l>6I@B2QrzjPLmqNe6dN58^VMe8pcZhP}Pc3i2)FKlZH(96ZJAA-#hgBW^Esy zdi2{zACu>=c~sRbF1hcWD@rV6iLsccikM&YV6j+P7ITI0P%IV;EH`3{(Y^sZQ*`Wz zyI{8n5sb`wofZHKTW4-K$6DG##Dob$3%ULQU7*LAerYfd%*5S?>APtSFcx zy^Q~%q9=WbKZ1sa`$Y}YJq@A6+`gteuMq)ksJNF^vB?yJX83kU0dT>d_W>t~mBA1` z;9Aej4Ty2H$(5)3pq z8I74e%Q(%^=8V}QOpxATq|T*G8CK$n+N0}c%*$a9Qi~HOLs1hfsBdL*Z3VNE)vUA? zOEyHut`nqqT#D3CD2ZT37n-3@1uK*0=0KOmp+98-70 zMSvh=j{R+N=)AjQJ1o##j~!w+**+W3Aa z5kcv57$=Z*t4j_g9_a3+IV8HAyC~v*Yc?ZTkZ1BLt3%(s#+4$I*T|FOs?j&E5iIhW zaiz4H^mQd(S+3R9=%LwDKo?z*^)vV4DXJx5*v2M{h0OhF^Q&CgP%LmK3~FjW)5S&} z2Kay0&uXZz#}MDDas2+-RUqUAkZBxcZ!8f$8;#DP>XYE6HTX;eg?dh+$hzYO(Q2 zaT8O9!UKUL&c&7%DYUH$*yyhKOuNe&RsSGwX z?Wh_(rvDw8zpxA_R`vnlTL_5;BC3Ysr=K$>#d0(d@=QN(+Kad9g?q5q%$$E_UjsIO z!oM+E#kF)Xnxk%qM~-i7rC93Evu;m1iwC+}N$$+gv`3XODrVN&G6+bJUX`RY^TzlT6{LmFpn>YzmNpwq zcO$w1VzXW>GIxb(tm!bEx8(4^c3rS#E>qC>W|__dmiXwz?);ojeDve2yMnR?KNOVollSZO77K(R8A@eXG} zRs#@C+)r6g>{h!4AZ&;l=YEddH1_>&H7B&3=UkdCw_D{rm*CAPG>^<(4p4H3%*tW0(57O`S9z%TomnDNixeAi0$7_N zL<{zI_=-u$I=nY!9sp;zF`656N-eiRP z?PZQp)1ns`BScX0JemZlO?%`q0A>l@br?w@b|;JgvxKe$FV|~+Lwotkr2ojLS2Vpbi|6X$ zA!vwr!-y~w)JDc=vKMEvTXKtY!T@M^IU0zrA)O_nD-KsQ8^>C9O$mCjDHi}icZJc- z*3;$jGY&;E2L~!{!s>FtZ@=heLW>5X_gJ3HPqcSzOtF4Fo}Z6bbS1Jl&9CXC6f;@C zhnVY3jCsI@ZrS0Jx0*0lq;C*G$jxkW&Ag|VnJpTKxa%y|7h;Q&W+I}PEe8iGo~Psp zRIfa-Lr}L_X>DowKO1BeCwc&sRzZe}9C9}?NtTm2pDOO`-ni#Bykzmfc7^|XMvd{&6~4%2(ZF<-Gj*GKEK)f*a9tN%9oxY&n+F8ntt=nK zYGzBt9$b&(s)D2U|Kyuqg9%pQDKmPYRO~+Jm^bFUg2VU}5U^JTRbJEi-w0u!tv($3e@ z9q$Wh`c_46a&X`hwbh)X?=aC&B=dM+yTNPAa`LRx9e*Ar6J;AjFpBn(F64jCJVw)b zEauLlf$1jCoB7Q=?8^J!n&rS&ItK|(VNb((P76;ghnlWbE2TvQQP|Y{ zCikZHvMB(;Cp^~tY+7`dyIvmKAc8TI!$G~q5XN33YKZ@NJUO2%xUcrAAsiNY717)z z5&@`J-^=5HP4vCYDDotIF9{5O(f6WcO*bhX!uIL|#h~C7eGy7x0>z+xkqEQQihe_! z*ZKgyQR||&OGzKI%t>^49_adj<;<)A3wx0ViE*Xk z%}EBTGMA%)s<#+`TbH&g1(~s@X0q3|)xNCqa{Nk!7>lOf)TA?BM2{(1-#S65<#}MA z_e%CLgW8-Z#fz#8veig22^780K95Sw`PvK7SDPCA(u&u=?iJ&ZvQr^N_vw%3J`*SLqvt{lz zOq9yfKvmIRR#iQoOzHk(y5xrG8q{8r2+E4_!GDlUDi0bTViG7S#s{A`oqQfNJ}?$& zYArun0JjCWUh#GC!OJfug0lOp%0xABi~dd=8x*guGQ8F**f2m#F^alXl5BG`XtWYM z&~;Aio|J`F$^!Uw3=g5(1Ey2MwAnbJ-@x^aHZhZn<%3HT86ZrL*D z=5{8jMYCm5XP5>aQnKDbH`}dwt2l&rI8+e-Fk=IEGuYVNl5KWJRI9DDgr>bYV2L~l zWZlWhdRa~7yAzrzn?pi8EU4cqQ!ghgzR_E=yGciHp&{XZS;BTow-NC*7R?q`od^#O z8TT?W?8TGyUP#ca4j~_Aio+zO5eGG4wD-`B)p)f0 z*TYv(0JhY3$Z|l`2lzVb!k7>2TNPt-9bHmLn!ervKglpa(6vU84f2`o-kPO@EPo6L zx*LM7$^>Z5`dSMiAVC@01t-Y=o&@I3?LrC*>JSZCnoL0M91U~8puZ`MeO}S^J#uA8 zGuhl??FJL1p|9+u*#wEPJNK0(C}^{JmA82fkynEW($`_&$Lkj(I?=_)jhfv!Im6gEyyEVisD2f|l41x<-DHLd~avJ-T8EY;y2M_Z+4huv#GeqNR zea^@xC%1l$z@%zWx}GB!H6 z&uBcfK+Z5hd?!ad-_YhN&Z~*JZM+^5v~LMo+flJrrvM~28EfKhfm*_X{+%5CtU90U z7i9Ou=wB%s{Wb+086w`yinttaCiP^=t*;rQwF+oZLH>S@+)t}4)>AuZ<{C6Zf;J5a zIHcSYQnu9hqQPON=4l#*f&>lXZJH)aUWQY(3ClO|Iv1w6R0e3fej0n=}yp+vzXEL{%y>$5! z1{%n0Uz=)`H%9NiwtxZ++GkJWj;&WS-a0Xxc4(j5!6D^6Zr(;p9L1Ot&AkM9W9P9U z1RVv)HrtfwsmV-J*`cG52L-i=S^JdxuN;)YI=ENJSHm8fPkyPNG^ zH4h~UEO7j(`}b{izFzPhzKRQBw;2YH1pNQc;*)oXnbTh>93n+`IKcj6i@n~jc>Gpe z2bvLXVSsE^SF7oI#;x8-wZ{RrwK%l`Tk|?HE7MLEZ;*g*y{58PJJSgy-b3!>H4zp# z{)e%=c}th+S6uU&8s4G+*V;Yvx>P5-dmLa}ySRTF%d3Mr*(JgPhxJG@i#WE|$s-*M zkpIM3e7>D5R(pQ9LUBECYIFc4=$lLaoM>ls10>P6)A^h^OjmRZ1oS_1mYG%4`BFT} zt(jU(g3NpiC@^^2&*m3m??OlY4hZP4JN@$+1-JS6T*OIDvz5t0ga#g;i^ckdpy-$j z2LyCq3gn%1@^Q*axnn5+3Jk9~JK6Vol9QF14o=2Q0SqkON^~*1xP7Lhl^l>jr}qcM z*6EJu4oINy>CJ7vF4z&>0Ri2{{Nx>&PBEW70b^t4;+y?;fL7eWK(Rwk{Jm2&=H71G zsRcRYocFUkwNoAks%=f8X;vy*ITg^UCIu)kSRbcb#2173IDmj|tzIXcgHBd=FhI6e zrIkusoxP{fx}s*)5ZR2=b+{n`+MwRe7$yc z2D+`)Q`wz-g{!t!xBs-5uf)|*ova>VLA~QJSAC>?`EDEm3mncuiSfHx$ie{GjzhLD zCYvc8qG1hor*TMw1bnMJZRt8G=k1)0khJGywWa-&TzaPn8K9WolFowuUaDu1A3 zJN!I-Cu9c$&F`A3wYnI6v99TT5gKog=*5NUv+;hl-V{_`zTtd^JUv=z~H}= z@S9oo)Z&`usW$R}+RprZve@&=IRvvq1@nz0&(zL}Xr`IYZ_BSk1mmrQ@p;CzG#eq> zIDrY)w>|4qdV0jfywP@YPP;$$XIqMla*MELk8Vm{goXzAS4fzr?^en=R50JB-0$g0 zkSFec%tKHV)o6sq_k(KY)g1x?S^*TiS2%A%s2ZDF(>@m-KQ&8NL4j11Vnf08M8PxJ zKhc!SA!-X+<}?>qvu@}RoE8+Esinv4Fz`+OH(Xc&R4ReHNB!k z<_^eUPs=%ZL3jw8TTpOb-R@VD{pge5(Yd?HEVDsd6GSb9_vaK1RJS=5^;4)KZIX+@ zG;MQ@j!PgOV?!w=mACp3DVTKE86;LwyW?lR8QjuP!OlNUD;ygw3?nkOKt%P(wm8i zsn08Sd1|`REu0<^l&OKYljY{cd?uDedm1=^f>;>X1f_uu96^Hg8aHrVy^u?%nmcSt z*7a}>Kr|`!ZN4>OwbTyWoQ zxWDjc`7Ql~H4TFBa>wiRd(G=BE_=fQEv5c?IUYh!CI|T`2^3 zWboh5^V^V8(O`^wfM)hxp&>$tj$4h6C$E-g>xK1#WE7+cFL{263f|xWB1O8FqPquV zp`qZdEfnXHar8Add|Vp%(gd^X-@-0ZlQ8H$S@9!VECj-`zrUNJP7t7IrVP zt1v7EYEH}mF>3|Noy3Qhn;9)87%>5w2H=nY3kufT8P-h3HOKZ2@p@P==SqIQ+^p-} z2}-^J276NLsbp+`V&?8$>l;+?hNv4n&IFsZ(sz%#Ipj9}CMdGJ55XUh!JkAuvQYEB z6yF}(JL++0D0oMB{8O_z&IbMI<$N)##bxT6JAK+bKLZaXvIc~tb8d;gv5x_R{r#dH z!e&U`259c4(3v7;fS$LDdd!ZL6+bzrIUl2w;=!Rp`e!g*(k1BYp8^^RLchq>H=HZVUI6SH*Yl4r7Z38VY1z&3Oey zINGcw8_d3aHHi%k`SKtQbdmOaNhfZ2)EXvoGI%J-N6rPkohWVx942ylV6b1MZD-~p z;nCAc{e}78$&BY*F`o|z+e^e>Vmy%D%=~D`SzE1`>H$oN&|-r0I#NSXdjFwfej6ZJ zN`Coal1sX{qo(^+2hAlgk;^*}h+O&v^3ohd=NCxXtVXb)zKah8byBj5nGZm(=N+uc_wzjD>}ab%2EeZFeGMMLg8CMuMtQdVZsuW%;T3R7S$3eH z&E=R7=BsnwpBW&>fCcq6D1GXqlzG{Q z`sUCfg75~d{j92;c>(&V{ZnQ=RnvAfD9%@#zcNse-b_g8WN{_>M4Cprp~>Q=L}7Ylk} zhR1>dWC(P~_*szetziELm0Y7h^Lv#?D_IvC`4i>2g z==V5Kkdo7GccU$x1EjS;^TgYH`jr0V@t*dR)}wmQ8wyp$Av|x01IWebj>uC z3!R~yUXIg4Y~9NzhYStWg^5a%r4+k&R6W&fxkyxSQ&-~U&RiKrV}X~u-_sxH{s_9= zM|34LQ#t_h#ZZE6XHIS}8;04!g8Am|(lp%WyzHlwx~5xKMw2tDo~#OJOx?h^EH{7U zs4cW~<)f&1L(n=@(B4RM+vVg(Kq+LFo&2~PlGDxAGkcrGXfpkFKNs(JYHCztSHYYj zBhPno^ebwK&X4aV9%lEzAb+b&o^;U_OTPiFn0+U}fJ(LL=wbgMbImsg0${m1@G7HN(LYbBqbfsD`_r zX_-;R6-~#cozsK<_iNw#qwksj1N&8(VM(o-y=td6h@iVB=@PHfOfaoQQ}Qj(&6#hb)?lL8c^QM>q=U2`EQoK1`s-87x1Uewg%Cax z(#&0zDzU_Eqozi4F0ODNgxceRI%*ZXy5usoKCMEG3Cbu?`k&=!vrnLmAVC;)y8N#c zw=+ennVULLv;i38sXtSiQ}{DrK^#SD`rHg`BQ!(Syi!=re zr1Y=z-RPFbX3)dsx!hMQ`u5@SaNv4x_sp(|jDA0#QJ^2~o{gq72HsU>;VSoCqF)2R8dA}K@Vw)SRks+PE=mblUS(@Y^Oj1NlmrSI31;?JCjBHRy-nk zjFlP=2x==hzhpq)Fe43Ia1jecwS@pXm*&3V+xi9$0gMO2?lrcicuhWjwmw_G9MPjg zbgqLNNi&axfJ9i_yK~@>a4Rc8mXW4Qr=mB&?bOu&V(u{*wE@mjf4$ySXS5qT*%{rJ zngN44)DS9`CWU`Lnzj*}2PwpbMaR^TT;Z2lAnI=H1x<3AQIn3KS@&*p1c?m+x3dB+ z>F5n}2F+MmMQ@Qo{$`fkAN%1G%9@2Um4F5vBJSixB=;d}rZsg6EHvoz9x$i1Ix*H6 z%mX}jy8!nr5A%V+1bA!+V3Dx#)7|8Zu@4p#3^1tk-cKoblQfw3TV#+k@2AW2>DS^Nt;bt5Io^0kT(;bi@STlXq764-0 zR$|!_4@Dd|#4PMQ*}bCkNntb)kI4GgdWnsk-)APb0%)jeHcyP*0GieQCr6A6b1kt` zAqXHP3<&8{o-#fBam;}5uo8X_6`Mbf&o@xVc8{JOkS<`!}byx za2s`}Q+tZ+i&J~o<4>G8`K*yF$#1Larugw%;9QXYi208YGu@ zmoBXZeH)|{9U?Mu!HJ;gwWFOSyk#CHE(iih$;3#PlCFMd(P@|%8L%OMbx)qsEg#S4 z)r-*?HBOAaZ})^FgPi5QNkR`K@0WZsKtZQO0^8=zBkhzPT>)V)cPjWYq_nAzA|m#IhsNo;B-P3^mV ztc?0j?UY#{>VTc-XqYM&X=X8)fWf+W z4!WKG)#>ORH0W7R!*35mPnc!DZ%;#FLjW^B60K-;NjzrK*Zcw+^ei~}G%0!CW}X3q z`kuKKtfHMAw5U%zaUNIO{bIKr?KgCuoX2R*Mr@1a+SE2!kiVBFx5rnhDYa5q`D;Sb zAq^ZIQm#5FPwm$^YQ^RB4kF4vM+4Psj7l88RlI##q9G(uToDx09iInPJd06gF<>C# zX4|jM>FRe@Vm-{}(LnX4RdhyA)6vQk{rAb9c1hN+Mw#aiHDSUOv;_<0Rm6q_=dU)| zQ+)s6<+QQ~&2vID^8x@G2_a<$$oWOENHMY5tnBoS*Q*8JDKb?o6&|fl5<=|TR_u~4 z2w6`@Pgax7_Hs=p)96_f8c>dR{Q5S{(xFl2;ezE_@FC=OR>*9>TCOYdppbeX!X>4LRc zBmswn+w=)pKcCS#Y_p;CGddl-68HQn zqF;k$-L3gs4jKF(WK$V$fAH;|PQmS7nHOGI|3MJ|8_=?lgaV4*Yd#LTw`N1(CyV8J zyR)*G9>p?x16k6O5J1hl&8I@mXKT8LC>5iK$PHqvmeC0#&@%p8LSqi4|ABUVD)OiugQ9DLF5> zesdCK4ruyOW8_lV!K;|1{{O>!I~rhJ=`}P^#%r1DGnw_o2X!s(Iqp}>Br^DUX+^2* zt4`JI3+lqiYr*=JR+$5u`0PMPpVQKBb|A%uhPzF{nj#D7o>0@rd_=LKuz^Z_L;!=m zWPvA{#&0MK0Q<0p=~T{w52wLlL&Fan)A3UH9i6c;uZ~r-C;L>5Vk3Nm+g2ng3v}^O zurEYfGpcRt#QdY*C^&(J0zUGT$sUUhk^M%VIdtf_)mSnrq3urGq@vga(%=+J#G-;X z8#he~BZC#dAaS!n20!nkH5PLG()|7UXc=&*;Oj&_;fu-E*NXE!e>|w)I#CuLN_f0{ zvZvibqw$#jTaU-AIQqp)0StEDTX%`55lwud-x!7Cf;*RU&&@kIL*%>x20Qlvr%+51 z#pks9c|aB(N_Zr2Nz+NFevu$X1uvg>aVg}aM8A2LfCWfTl%~10 zVQl`9mBle*vUVYYq)pJouF8!kt5^2@w9^QZBoGuj3&BD@?UeSCS4W@zY#QrU`)~?~ z2_x2m7}{emw%#c2XzifL@j%v(Il@ExM2IUiXCs?@{9?Z2m$8hG7$fSf6_G*UVY?;T zPGmRB16d&yCdEky|E#m~X7HHaxyE3D1(L$dQ6g!zrURp?%O5k)*Jz4pASw*$B2o4j zd>WySX)W62L+Hu5O%SNf+is~{j+t_ARTAMtMi|`KFO9>}%MgpjctN|Om_3f^&y`dNc!>D(eZ4Sm zi__5}+Tzas@?=BX%>8hH+Cch^iTW=^NQ|*vLm&UkAvS3IJD;#NTNG$V{wHT!bN**% z-{<^fzq|YmJpr(wd26F+T$wqwF+F&3N#`QJ6|LS@EgEF8Z2a4i0+5ftFXZF%`2}U` zxQy%u&4^Y3a`J)536(^JLNGNtbMwjn9z<|~2)gdK=$bCpVgtG+=sABy!RMSImgG2~ z=ED{>eubM}-W9Kp|Ht5VVpP!f(-v(;fv-mXTUPNEXCVdnA+u!&q4P%qDz@@wg@cOB3k!ZuFUP}r<`wz0Xf>Vj!;Y8dfvR_fs;EfM zspcjjMbj5QtSQF=ML&~@=v>9C-_Zkt6y2y@-q5n?W;doAPHSo!w%ZqcD0*({*7jE) zeKcE7x1-Ig-Q{{UqSp#O`uHR2n$&c1{Ud>&3n*V4G$>W`QcP;WVM;a6 z1698edHl`Or;jMw&8LNq!7qRIa~75_2eG1t6^cL3C~oaZNXhfTBp;-OX6Z>LzjhUt zP7|92ueI+*Qh%LJG>Z;HHJIL3N@$g}s-Sgi?*B-|4pXZRb3(1GRpv|7Dr2`()v7!X zRQ)95qmN7oTGz9O7xa|4?X9}Mv+6V%tgMT4(D?HM8qevvsVI1oa;Eg+BuX=+(EHcz zdVf!oXOHUnx;BBUY~a-?WVdib{ofv=o}N)QBT2g1U_PZ=ez@W5)8`=JM=t*Hm|VCk zidu5={Pa1=YCvvsHQ+J53s=+XKZ_x5aR0Gr`i83k2S_{X{l$rDY^&a1H2Z6hw(rOP zFZ6!gUGHE0ztHL0b6m4>A$tNnF{sX^Z{ugT;v) z6O_qO;cx9I;&U4fsDEaf>`OP}$80#vsIY|$`rZ?k6Q9@^#gu6l9u5z{vNX^n$AlvB zT23mL83D6Hank(?aj>FVoQj(bV!uO-P%3LOzB5byw5@6}Cd;0n zCTD4&sZ^RqQ^sJ!mS#kv(X*^*u7-Dthu7mt4(Tx~#3#2;L;^h}A97mE<~VUr*D$RC ze2CFNlN^g9vAc6SXQp9hxbi$uC0A#V+N`{8%w=w@stvO`lX5`Kn<8q4>B^+B)U4DW zj+lY~I^S2KR+R#(ttWh)@@ zX2@YyGuqgo5Nqi*J^Z}03+nagvH7!^_LM2Sd8iQstK=`N6a%v=xVJIE7Ue~coCk=<8nQlpU=ev%@Omp5wuonLkXQf zL_~?e5}ovnJ3pv(rtk4YxN4D>?-+&Faap)ItwP5Kh0S_ulvim(y2p+8IgXgCjbODV zv~@hEkkibxIM=IFRy`p3C z6>;OLVxNDRJi-L;J;`e+$8I5-MMA~7hB7ll1^1hI?wrlP>{9_8Ibgwl?ZxDIHTpgM zhh`-wvr)Q7N^vQ@#jv$5iw3Sc;#V4KnroxYGqB9Yiqb7I#+V0q&Go`V^IA;s-c9p+ zUQ=e1RzY#EMO%ggD41`g%yj)fKOUiorfsAa4}7=td{xb3#)HHDdx+9Nf;D5`)s*Ii zSJi^^_Ox#R1#>39D_aVjw`YC<3D#Swm8t7A5t9pwn_$|E>=D74vGI1Y+`O32#QBJx zHV&X*mNquwXikYK$oY+P3_KY zwsD6@H6(XH1$WevHwqE0V&;x5d4dVvC?+&%G9j>I+?9}E&6RS9S8;y(mU2J^cho;~ z@{&s1v40k!fh(y;Hcckx_NqrQD45@p^(ab2(?KjCD$aJ7Ym&eP|2r?L$+NmTAN`*G z_n)g*=3ado|Ctw)=t&CtfyZRUP!NEwS9}m1LO#HEM##TT7W*oaVjrkT#3*h<0%#(p z%m6{R@h$BJqemzHU{3qnBTD?VzsB*s5txV+6~s3a;#rkECaZ}rt+XB!q}LPDO;z!3 zv!;91N@)>6c;`iRc190m+lk@zYFDr6m~K5v)*lp?TSQ3S#6@JVzZHE$$M$0O@k%_V zsPg%S@qhx0{(pIU)BeVeE6uaIB;_LIzG#%M&+FL|pLP3s8PxB>}|$IdNj&Va3nZTam2>$E*Sn zW%x3dXa!jFkotRz(W~0w#nbN_FKfHenITEX#UP9m5;$l*;#zxg2A2%d3dJlBYM*em zETcV*(X}0trn68mM?&-CNb}uz6$rUJwM$we&XF||`-N$078*(<@SwZmTOFHfU{Q7f82=T|pw z-zcL2qyEuFsnAoalQExA7o72SRGFi+1Wfu5E^x}E$?R4B_#(^ig3TF@e5qMn2B!U; z1Efp~Z*vh`sN#5+8l>Pb;~!kGlo`v>^hBM7V$PAYy{LaLwZ$pGp!G>+Ca`IlXuJrP zX11DSTn487%=t?1SXVmwUw+64@Lt11gxu3-r#SSxb4b#{Oa zBYurg%kddqPETtz3%V}0_PqC`X*b+pTZRgmN;JVCVrZC-l+9PA1Yz!XK#4*x;|f%; z0uG7t)>=In`wd8!8f*GEEW!V$U=A-;LZw0~zGedNu(Y?x5}JmKZj*?d6zPFR5w%m-cKW>D8E(=9Oc4Dhywp>*C9}P=6e%$7#BIc~@nf zEKk)awyFufir6wPVjHQS>&%sCZ8!8a<6fp7x4PR==PmD7VM<#Y6Rodc)7ZKc=U~LX zNI%gEZ%039iHp)cZjHC&ecmGfq`>=VKmFxN!775l{UF2tg%%_ljxAXbv>sm+_#kSf z1smuD4qz>HQSM8$*4xQ_L5p3apK$(m^aJ1j;@#PVTF|rFUgw~xrUK4rSwZifwOe@i zX2Wy!8Eei311@mQP)90)O!=P>{4%rDYxm4F!Og5=mzzR2M)BQMN6 z2hkyEbz>6^0o6E!Ri+*-9r7s6qNtLlq>8F-^=Rlf!gQ(Rl@ z{nq}opx{((i`NRkoPSJY(a4;@JA$QDP>V8aN&+TDrG~l?S5s;j81hl6@qZO~V$)I+ zpkacm;*o^r9DUjeRjc?SHjMZw(y-u%fhz<%wg60KiXe(ahao>lxFSQsYDBQD1xS%8 ziVtI=%t;e8>2%q&N@rlmN144l|-EJ^W?hjZLfc z1Rkb*hTNq3JSVCTb}*RN)I}VucPN>2O||hc6~do7VbZM8G9zuG*nLeWTA8k7`aG!{ zLLvJxlch6!(^1s%l&nw`isnd2e$FKQYLjmtlT5i3%5rR>wDz!y@OGs=ETr>{rILb< zv5pq2ozdwm7_3*$SP>P%pD=fimp#hZQ4&j5`wD&SF(Jyc)pWKv(_6q;7yjnb7-A^g}+*A_kd5!X_J{jq?s##3dFoCrbJSe%Wg zV>NH5epaIg73ofw)dhiA>Xw+N1CQB&4V0kyH` z)5&I5!P+b}C5AaNGm@I`jJs40KGUO#;$IIZqXFN{ zEX-?_Y%^*w?GnGy{2ul1el)*XIT)w=+r@rU*LO411h=EAGEm8FS`3EismS$)h1*mG z+bcJ+P3gfrJ;AcxycM~c`A)D|btC($XbisD3FUc1U#Pm95@OR5$1+o(#u%4)?4mN4)~t@o6HtlqmMY3U?3AKzbP(rPhy z?vk2My#;N%KrHKBWtHMj1&Yw;chU$5k!r_39n7P>1-+_8^#W~X`mM}3sf`8Q}@Ltu8FEWuJ3@oU6*zae<=r*vcsCrVGFtcD<#19hACSAp}NT>(% z1UZpzgI(}$&{gL|qX-iVJow_Eb!hKakBZ7wcret1c?BNKe}0n4g;(LhSP>=`3=#4G zr=#Eo^{W^n1adI0pd71T(^^Df5?@6*PHDnSz2iM@_;`@WkE1JS`4W;a@|$$;k%v(C zUuN`-!*s<5){`r@)mMheHD$7Hz!yus%(POUm=9{SqemUP*c%Ne_F@6n-U!}IpI@k@ zt5wY{P?V5@iN9QD;_hp@jCDwTGwM!=_ZhN|85gEiEB?#IaaXu`NgQ>r|#8le6t~!oI4i(IMm$5XV21E69Kv9{d zNZRB`xl{0FV;Lg@B^dbKC7x89=9YBgy3m(`u38y0lX@`r5^vJ9%0*FUu&!K-a$jAA-4Zf(QZp3%-A z+7UERn@&@Sy3K|$DF!ojm$xWEDWpD>T2!h9>kVQ*rnF$BUIr;LQkP_w=LCEB#by~g z4AEohwT7rS%a}2Ojc4VI(F!o=ck7Bk@}yrXw+W^}Wxl z=p3X&nfqaDx&u1J{7jABS~3$}eD+Y#ia4)WF!RpqOVwbY&Pi(wq~#QkIqQmi=&Ajm|MoZk?r+rpV5uI0taqlhG&sj6Xxl1!GuMNWx@}u; z- z700GzVY2R*tudJ%>AvK~jW@Ej17Abpl;nh8T@8UXGd*+f@KOpzqd-JSTaGenX0D_&;BT8GC`PmS=F^vp;FcC6;)kK4@T-K z$8|~W85z{Df{tUQH0O#i^wPqlg7F&9@0MRxVTx5@uwHlfJxhIBJ4~-ly?Gy&K?MUH zkxz@XU|f{!UI2BUAs;p{6StM@>lI;WR3(|gOn0=LP1M!ybfQfC!+gr@+*XyeRuE?D zP2zrHHx`T80?DnP@nFUYMh&8LPRPKdDF3nFp3+*^M1R8U+E)H6(t>e%$48;R-VPSi zu$v@2k?1p%EjY6bLNH5jDpLq@zS;~x8O&YUu~Z|j)@b@Fcw$tr@`9waNM_e1O0Y~% zjIOgxPfW11Ea9;-h8ZE)kVW-~oR8%TV^mH&j6;Ps*E9Xk91?%*l zi1pU#?2$_D60K}G8<`?3b@KsvzHCm1bXI0Wx26{FaT6?}$%=B380<@=a~vev+_trJ zF3^H?BJag#?61&!{G7cTi1?{XE4RJb`C>RymCg=5gkf${V0BK38L9P|P%q#n<={iT zn#;>d5XkK+DC(_;J;h%KggT1;-=A-zE|9yTkT#aGEx z%8gD;ZeQ z661@>?Q@yfcjJ|mXtK|V$?bEQ_{Xr%iLJ5E&S|RlWp_3?KbyAC&yIsbY+LhRkr?cA zqv5;_^n$d;bTwUUonZgAtbdc1f^CV>iWk6T1wUQ4HnvL%$?S4j;HvF%La-|_ilP$) zT{B+Sxs7(DxdlPiquJUhYMmhLOw@TSSUv;BY}{IzC=!Exm-&&;d@&oZ#*cv@>`b)A zENcFg4zqG={nuhS*qE3(Vu4bRCv0uzD5(U?5;Y(DJ#Au})0Gz&%yV0-`O;Fb&FyT+ zYvnwEo`q&s3Ge;8ynh;sz@D`wLiKLcUe_P3W{Cx1=h~Wug8g_k3m1cZm-#U$=za@w z1vLxV7zo17wKaoOlH_ODG2$*VZf)=trtqJSA9`=(pqri+->A7QtrSt@T?{ zLa=LXjYoF4lMo{RagHk^#9BB||+r-Q{s?PNr=1$@3&wu{R{VO7EVh||}b zFj5m1S7w5x!vuA&sAne~O&s;dXQPxK1m_z#Ea8Wcf0-ExUu@Nkz#D3f)ANRTLzpt@ zyNlXVPlMFdA=87=>hC2m&EyH?93%$tlHD0j9r>%sdt|=Rh4$Q8@y9)wjE}R5xr%* z|U zrwr5gOL~1gr5lZwb90i_r2(%w{y)*?vJDfV$Ph$qr)0#==ot2x`V^CbNWJ|rB9$@% z5vubD(H^v-a!q{$y1{KhTUfFayBS!Y1Y^C-AGQ#mDmEZG>hP171!SmcxN?2=qs2l? z!}x!#VmzH(4SKB8AI*BB4fEAeTkd<)KA2XGnhinzk?nf*R1z%&CAv%)hO4okhg=gr z$|QHV?Us5;cGnInJPXN*x8-K)92tUS8AWP2-1&8kUF82!{Oq3HL z_z8ZCujx3wI>N;I0{a_Ef(g;j3q-@4Pz5g~fs~A@)%CBskK#*fHsk5(Y^(7F6Y>2N zR>H|jQH`sa>XQwG8pe{>jgtT+GD{VU+Zl%KdCFjJ@o&7wJB!8?sP4Sq<( z)4>HssC&6s`ft++4Tljw%WZf6BBv>1RaYb$un3;qb)0pn!USN<-{nEwzpOD!y>pZK zMDP@uqg-Z+#alzpfAQA>Q>c{C)md-Cli%Ai#lyoV1*K*(qbnn?u+;c`nDX&oCgWo| ze11l6)Ge2_q5TI-lpR4speUxGq5;`DE&r9v9CJ`c6jlAB377CA`^%2Ui!^qA0n9O}mYtZx!Y=F#)NUY}q5 zUe{><>wo{^uQwW#$#}jT^O@g&ysrS4%oNMXPw52X0Ola|D_t;lEA;M`QJBQ zKJRq*xcUFJl7K@&;Ulfk?$oXOHq)(f4@!F#xb*hQ|xG}4i>bC|4mS8Gy=dobo*LUP28yyHNjoh zg8DQ{Ywq8tfP-=+E&Pk3cf*`^|Q z2oHZa7-Syen||}4(K+g82lW>$E`ot15KPJELG12eu^3#`RPj^OJA8DorvHQ}nc!L` zBthaI2Fr^nUBtGk>3?MApTlfC&5qAcPifP`a{L#b2aYc9U^%GK7D>ROe{_MlMYHo& zp-IoSWKyUBn|`KE8PAN9=)cSJV|$}iZLjgHebj2POdvQfV2S_ik#c9PSAtbvud(W| z8T2Rx_n1^LNz1^VpRTc|*WaVk!ki@7VO+r?D+HVFtBuWcyY!-VGPuYF$H#nrS}>w_ z0G&MUFNaGjMH7&lDQO&(9y%k==#<0jI97rcBZuIz@_&uI`31%W=35dW=^BpbtvFx{I+>H7&f+_~EA3E%x824W)7)#tgIk2^NI^fHIRqR!a zz+U=jb9*%e;2Xvf^D%RSWEid!%1bjs0BW7E8k{p~6(=YLupg>+bhxbTbPgEzcY;JS zA&t2?1?1Z~Ioshwu{9GZE~h2o3Y6lvw#6q9`1d^fkNW$+`YrR1V9MHt5B!rE7E~UF zDxt3=)nwXNTFCcUtQGieQ>|j}efRD5yhp48?|t{}R=sC%#ai3+9%*^ryUTOM@0jz} zj7~2pJ(MGU=Y03~G&6TPeq}DSu2HW&YqtB1?qR1z6Q7-Sw%0i9KV`y#o2(hr=6rz) ze0*~_n_n!(wC|4zmmd!09H6h$oj@n!;9WLREyorVKmqpgaB(qT)zma}XD{1nb)N4x zd)#e;0g!bratg>dExGeO14}x)F_<9WerCCY<#0TvrFnHAW}-#}e6r&} z&_6Re2INO0frk1Wt4@bImUL4;i<%^F#ZdzZ3ioJ@m-bB3iAid5UN-7HT?D1jh1XGX ze}R_JX|}hiV`;h0@mXzpLjPxLB<3?gPgeysQ3*kictkz)@!4Qf(@O*Wr)u_>ucZn` zoM0HK6cBRv@Ke<%Xwd($7zv6d!ZRrcOUfK}8{*{?)cl1q8Wzhm+Z3B-dpofK3^Mm& z4Jl-eK4lW7Bgxk`O}N(_4MGnf)a@L#_p)F9=ID?q3HtCLFeMKMsmJ)C`EIw-Y=tWr zf-RJQB-B8JU=X*x&U2nxo5fAzAoUPtnYit@IvrjU33_cnBw}WG5c>qbG-6Ndt^F*D z+?utSwK+ayt`luMYjBTlK~ys#8e|zA(;$OxmSsSMpsTEm8v?DWm6d}*=F!QR=1AzO zNi{H|R{2EjHDKjVB1H_7S5h!YeZr(p$BX4Eo6sd+OihwIlWHChf)ABolSVmeHbCmIVX@q8P3qK!0S>r;8CcTQKzg^{A|FpvtR{_C7vO`T3twHro{S(KFbyo zivad(l3bmy#*?MGy~fOC)*3GwyBQ5B_M3blwB{s-!+b;AeChQpS1Q-SVa4YzxMxMe zfHg<89N|&}EEn3Jp3w8`bULfH+c`L_cbh$$2-dqYS#A>?Vgkq1M@3M`euba!b=v)` zzPn3v&or4@Z+}lCjt0|iT|V&v7}HLZVZcui#{XHrdqjH)JKgM8%mTsG3uuKFcxae# z4}lu3R`amef$?n7q3-fU(2^_tPMDop$RbZTRidZdH{B zkGecr1$WT_$jXgzZkC|KkkHLX+m5#ZLhcsK?0w(lGd_|z##Cx*5b*ynIvb29dcK*q z`JWA@bTW>fs2aS@)R~;je!z0k;PMiagla!0zlr2v-F@@(Ih}eRUeuoU``iO-Hke{C z#Q>fKJ~FM=JJ`CKMndf|GfjP^mudZOjbO0IAaVR0Hm#~h1*>3@esfiah3X?_=E>-E zK-XfiOtogut}rP9-(^;+Y?M{>L_ZF-=nV?3( zqX2!&qE#1(cMt@FxR`A)fZqdrZ?D^IAN6=mDp>PP2sji(9(p3}PQU&v>KV&pf+1;2;h7tUJpg#W-RT`2s-~R@2s&#C0S|^4xa59P4;C(}CAY=^eh0B= znPUrnjU#AN5;3qK2%sG7)c1H+s#Fd%C4uH$o2ux2m$>jb>Fx8E+$;IqU|{!c>vQ__ zpvNl*!6uj3<(31y=W)K8QPnM7=N8ZM?jQJCT~*5!2bO#IUT`?ADqeAbcZs@B158#{ zt0k(&0Pehg)Z?pu)x54KK*R3cr_I(DGNZx7@NRH0sghH6pDGOCa0*Q%l-^ky=W|T~ z8rAP^r`@jaQ03d;uBlZ0`mmG`O#o4gxFsRLAcU4z8PRRf@mH2bE492i3L+?Cd$fI^ z#dob#Dq@xc{9RkM>5n_RTtKjQBu;ckf&>zNuR({Zsb|q`{DC>DQo{Q%2%+b&7wn3z z)N@b}fL$7N==cXuZ1Lv zbjURYXyp2*9d*to*soA2*ElGk7Wzi(@vX8W+)c|!Fk9~lXjuj9JMV?oBbr`_K|=ZZF4=bbC(p7yg~LuWPj zXbkMW3HOMv$#5fWJp%Oyqs{!93{+*!o@#1XWmBmtvm99MT+-WXa(7pAiN?h6cAaPS zig1Mq;jM3<20htIaDxFHgSOVU?cU2a?}t|!v;hPG_`UVrcC6Q!7*6xGEX!1L&36g| zI5K3bxkK|Bj9w{2T22B_qpq#s6$f~iu+1H{;>h^b64rts;JGK<(^=I$ij%V1-z;oO8>is&SSF~Mo zfX{8G%Ox1SqU{P3!yDU}8*FzJ2JqZ5QLA3jF`5H>?wD3E<5JNv3Ilj<_{KTU5M5gh4?r>O%T z{T-DYW-x%GHtjYJcAxTYP^H?`auRr|$60Du#VZc* zD9xlw9|tv3rPAz3kU)(}!}WeW*nd>1Mg<50C~DnKFc_^=)HDTXxTp8@D4x%#sO8MWBAb}Q{#&`$y_DkAu z!iOA{T4WyvAym};7yX@J`%|Tw)N(@n(Qd0z-@>wj)y&n{=O4c744)7>mv~#G- z{a>kCFc`owmVe$kYVFa@Q^5pKrLnxnf(**Ri*V|#QaR8Rpy8eu`{8}DmE2=6fZIYw zeWuwWI+$FgkmV#uygzz3Ua`7CZ~&2x6{_dC@j{740C@LwwxBy8>HYCqy_W??zyuqk z^Wb{XKL69uAann8HK#THntF~}$7;zUA*dTHz^Ftp=sbEgq}zaZj-F(@omQ){+pq5g z4S^t&5<|-*Sx~y|zNKn{FNF#AY()|p0`@(}?$P4{;gw#3Y9hje1BE-e0=+uID+)m= zi}{)Y`p1rb)GkT~LEef~I1OsI=y!BFd2&pzYw>I)I7#ej95u@jsS1WRXF{4tm$z>xnc@vB$og9TL( zqu{X>!O2&^iu64)4EP#hjwgdRqi>J(O^|!dCp4_cqIF-vF-_o@2}Nue;S$0BAw4A& zTTnF-l3>Vx0i*FNn%qz)pQHG%IdY9XQ$Qu-?{gvk8A3q3S8pX;|Mc?Hb^s-%b1H;` zlwV$9%ExRN5v08N;T5EO0ET>!^2?f^LjDZaW+~6P5D!v*SzoKgfVpYLmJjaPteJEtVRHdOtXIjUr zFZo$8Dsp%(l2kR+q$oWoIHy5IaAWAEqB#|!x5j6$UY{&#>cSA7lLeh(8&=1S zaX`OKPw&=tvz?2ymkIkFgV5=3+?4qwvf>fn&J7na_X$|XDw1aumZz<#&$$Kd9`vT2Z0LU^xp z)D14&`Hm2{H`0?-|ghQCd*!1tWO? zLQzYDke`n2#&eorthe~w#0HMdfskYI>g;zLJkM+rFGGWnA1~Sf)jXix&AjT|AYM5T zau48c$}o7W)$iU5E-eHhOfcXe^)Y^Eq}*G)zMSB$6i^a!4w*~NXo^oCx1*+df4|X< zN6nI?o7vVnO@rExkhGi-N>;x?*NTohQZ?v`4|T zE-1j>*VpZhYHDmxvn$PDmQOI{Y605z7zUlY_N(2e^=|YOpTI>46^DYx9ca+Yi{V*i z!Nht>!jhoiV$p5yzNCdYmKYUd0TeWDSv&T!{R6&Z>YShte@IC}<$(*(u zndRYXY46igO7xToZI$5zvFb{oLCH%Wyh7r)yOq-iFzBFWq1ft81-?kNngt{%AScsF zh8Kst?yZ)SEeL#+$8LSE`9ifWEbXh6$D9Qf_=z57qIGk=X|tN2K!O5Vkho5%)`IZ* z1o=sSn$-^u`5B37`N@MJ7Vy(cYRkjquI49@pm6tWuvosP_e<~=jGtu%$&KK;>w`bQ zg2=VRGnwCBzGjlYxM;(JcSHXjzL6!)zGGRQ>AzxmUF!vJO@3E8;@(S> z#>()a$?{hE&rE)NMlb%TXPeaw{24u}n(04S!52*Z=M<9{(oiJfC;87uQ<{DrPhTzR zCd)Zf6-w*BIqF@_%OFl=a)!N@R&%B2qKshA$R+1IaV`<%i(Lf@sVW{LBnSQ z8x;lu|1S8WKc7?H;bTm}uqLGd6f{1vKU$66@$s=>OI3oeF<{?0TmCRytZJ?AvuL}S zpsBE-t%Dc|3gjVt-rfn1G>SZ=g9j1@1&w>YMmH3Zv`5CqNJO)s;`u7lsO&4I;Q8vP z9Y&+FuM7&YxJS?2s9EGJTTW)HWtOo*v1Xo(ZoMBZR386E-5-2LtF99>!xI5>sby`q zwMT=SHcc2G1ygc@9@WggenJ1`94Oqj-|QV790qv7Cb0l-At9S?wF+ls%d;&6>^s)( zez$%Y8ZH>^2Zn)mVHqG>Z?rpfb=46^ zm-YrAU^}bzsV~3#UcqY309oa2azCA{+gI<|F^`nX+dc(!XSdop&Da&})(ntu7`ubl zKLrC0o;kdSKW&cdkfq$z(mBo`V5#*%rx#s_QQ8NV0kTayeKL%uq?mt8r=6n&^j>Gb z|GXaD>R+1fC;?ra23F4oY-YQofPUZP4mu5>uD6bMJqtRMJe&9+XxRL6q-M{U`K9xV zL4bRcr1#_gonT1m*=zw|Uf0Z^u>9)sK`JA9WyRP?&v@{9uB?q302@ElHuj^Atzh8G z%rpc}J=&OR2%z30#V1{Q{*&HSj!%A+>nm{%6ja&P-_Wtl@D|i^rO&5;uJSJJOQ7CN zQ014)yAA=aN<+Kfffb2zX$S(S#@d}`JDfZ&Ypq3qt7>N2BGIC0*5Jaoay4_#0NMB< z?#`9-{0qg1)P=2Jj7zSxUyODyXPLjYCPKppj_5pO!m z)j$>irtxp%MO0ao^{+*6ZhNoMs`JH# zL4d3J$Q`OQ_h|twxMQJQAK8O|ZE~^dIX|WM?0LgfHW%j<&|!I^x-W0Jg@A4H@?pKt z?-eeamo)%PlY)uHqihOVM8KtI+FG0C<*q@1Ykbh%d(QjbWqqIlV49kzyK&892%xI* zdMBf6l#l41v1a+}f+@J3xe77ho0RK4-MALA2yj)Oh3tMx_w{G3=Cfb|rd*$ebD&_- zFmiXzr?oC3PBxKG=MS$kU6VhsS()XIGt*Mv8YmaUb+0NLbc zdb+U9@AN9$k{SZ2Cci!JZd{@*0^E-&za4gZ%@_18+}<;KZ@t}bH-cOzSpD~kONs`y z$6QUlcu4aFEL8<7wrMfIp!F!yqNfd+lwcCOP)e~1loHi>Wu>5A|CGn6pn4PBk&}*> z$3xtL{PDcmYHcrnI2zPcsXXj9JK5orF5in#u2kj>kX3tNKJ9ksQ82!drri83!+`HB z-*661!=pL0!)UWqxj8fw9=58wW^)~c3Pg+wdu%tK6nPZ`J?EJJ03v zM9u(NjZVy`>W~0yipq^nJP6p%>uuU3+-d~d9xHg=aiHM5-liMEgRA{3c->M!S9Ow( z78P^mnR0c9Lx8JO^Z9-j&uo-TO~(kyPn%R{Gn31c4FhDIPe?COla|aUIRtF&XZkqm z|CjVL5a6o0>u$Eu+_er4p2}^#-KUMcY$v*Ns9bLIDWEG4o6q-~`@Bgh=V1>LvzvRt zJuX$)8Ul9il}?}LPgt(2;uS*yUG?=$g!Jw9^sKXb*PY)JQ*JDfqCrjNMEgCDNV%No z5a8Z-+@2bZ?lt)^tlX-Sp*s*XwC#qmE^1D(hLQQun;q??l^s%H?8*fVHZR@cf8g z8msRHGauzz@|*#(Y89Vv)+*}Y;HgpUi+aD`&GecRpE)Tvie(t^RWH(f(QO>I$Q>+C zlk9~3_;;BLCrZ(P*xAm7boKdOT=hB5#(*EC5WET9ff~6hh0T76_oK z(iPnbRBo4w4i27*`FyZpKD7Waf2NtM*R|#OTwQRn%+9A{b+t~WcK^raO>n;sh$wWb z46MV$6jkA=->O2IDCy-YyZ{6ZmC)*|%@P^}P_Gd+B>uA0ZX^{Nw9ga`sd0Qkx8Y!~sMyIE=6MX!`C>x*fI=y1d zI1rkubL=7?#Hw89*r$O01*6X__33Wngqe2BS6xMtd)ozO9?<%ma#}~>{!c0 zEI);TE|%s8ykHAXvy)02J?+#R-YdKx4o7BLfByDw{@vfG|3UmAUDdtR7n#vLB3WV=s-XFG2ov1| z5Nh|_PnFt>1HPCem?L%JV<|<0&h7bZIev!$2g|C0*3bkt3XB8%`+q*)_-1yEaKHuK z-NVeJuG(t8{QWoIoXm#QNxfLTo=t1B#j9_=`v(0v3Zre*VL`f~{_5>E`O1o5t<$IJ z@IFyrv(D@*M>OF?Bp!e9QB0W*NVs`7n9vi`2 zq-UWA@vY>ME@x$)!<7$d4_)~5NjV={fNveY2BMsG-uswjoqjHvp5)|nVS<@K&xJX| zw~=o`DQ9E;rs0RALmL=&=sXk4*@98NXCVl_eJ>cVoPFMt=Zn#Np}NF_F8zZc1>-LS zwl#!Lf~gO1cVw;GqHF5Zk7KQ0+aTjmbwm=LmX%j+2%J6}nM+wwu9}{>JI4iO~Dl*=OTP zX9&XWwSq3Tqa8Jbo*)-B&+5&&NY^~Ml(8|vjt7fEY$4nMAhBKnwAO8&s|xvC9>Ci zqK*?bgXLbq!wrsHkV1_{NeWcHrd`8MK>OQt3k>OBkJXx~^* z6QRdTO4g*iBHGR18RE@yP|k#==Tm(GI@_U5L#%9W5J!&)J+G}a-|jwbw)VQgz3LmZ zl>rsHQ9OH%*8X_1 zK8i(CP$n%#R|G{!Xg>6Ru$#~mT=i9?2OP8>*dI1kz1vk2P&@?%6Eg`ZpH`qmuH?hv zjg&MEN{@M*o;ADuqd-j18W%?kKk+01r!`J{Wb zlmQ6}$ieFKX0OxdA5SDv%!DdZ>gjG% z-_NIRcVU9nQi|cAh1{pUq)9n?lZPo)%Y7aUI*+Xf)K{t-p3xBffG3)yzZ&Pi00_N* zuzF3p!=#lxJIGY=ZS;Hek`vvapjMW$-QdJz@A5UtL^56?0DDju9`38lBAJh?)rA%W zKFR}qytNuVXFY4N+qC(*H@ly ztJ68$p+=EzK2WJM9d3RQ|nuXz@ z<>I8Y_MT9+$#Q+gIOQt;DhNbo&ge)U*O05`-~pvn6c_luv!Gv8ePMM_+5lZMO0D{QqBbnB98)*IBJr* zaE%g=(?2bj6MD<8L3er48*sbbCcUFbhpOqYJesYeU;{~4&^slpajcM! z`2T&{pk|wf18wRl)1}J6%cq@&Cr0$Lc94Qv*(lvARfH7aZsU+e^5cy2UgmO%~K}$Atn+mPmW^wH!ScBs(OA;Y^ zOa1m~y+_UJA#afcI|rGLgGA`Y?jB!8tb*1MpudLIZCcc#6S7Yms_)x5IG`e@+6a~f zBvqK71yn?exG>-&XF%XJ!Dhk8Yi(jg;9i^W4XpxJ41jeZR8i~oT0eZt98|Ut=9DD- zyRE>#i!JZBdO!SXW4NKf^1Db#{c*4CwWV9rd^&0HsH zk&yk+$VOMa2~HNPkghrG@Y~*WwMd`sHV^5_7+Ov2s@hSlXfRY_+(Ki+KIS z#>=k!9W?joUYwl{J*Lt*pjj7Ib_EZuhjA^!LjJLpZ>x9K4=CQfD6dM!q=AP68pJ-y z#mKphCmp(bR&_vFBqh@nu^i_?P#1Jc1+piu!^;+QpHm>PSxu4)if#V5}Yx(;wQP!VF8p==$%K!}O1nf-5QTD%$VeJfit zr+CGJrs-u-+epyzAjs1yuIMVK6|d`b;q@c_!>@uKa@oQg!4RXA6tDC)l*;QplReHC zbY^ly596tvk=2iaovx)*E5SqDn4s;HZB5YUK~VQCos}Pi0YzXf3nxuuOGE|H?wR}2vCsGjf?&6#czK3ue8?P zZSHcZvW-gu2f43QV+`Qz8Dvay3}h)N!6nT|m~{ zIqK8Dy0km{8E?8JYqknywAVnP{F9V2y7IxKn`Hd5R@~!4|MQgoUgKGKmP)caWUaPk zLiekrF3mIU_B&m^cStg9S}*OeYt?DI*nN2zKHa&odX9y9(&tZU z`CQFlKk3pz3st_u^~^)T1o>LmM|9Yd^Z}jc4xcgD*awyg-G55?fS#VD;WIgc+C`d$ zrnk8GY`0`j&00641Yprm(-vj4q;j;QcTTZR)xoAoq6X7B8dfB0z|Q`DbT)kB8W2z@ zf0>Fu<;3`XA4$ExHW?fh+DYHj?T~u)^^o3i;?3R0zUOFI@pZ}rJ!3?4#8k3#XRQ-_ zFf2%x#@=c^*(G-_a>f7wjh9 zKa@<_@C42|;NNq6(}&^JnPi?LRsaba_o2}|I5_G@51dMRp^-?Af{Keto8AVlw2wRz zaimD2*RCJZ>r}kZSMru4LF2aZ7LB{2qqve28$l$1iRioAp&Jb7AHjC&!?CtVvZ@(b zt{@RPd`hGeSwSLlv&|P%Dv=cgC1&qF?QZOo=DwoD?C>~1HMTQmg z-3m@hRbwj(*tu8e#R#6ot9eCZK+nC>ZSbRZ)ht&Ouyf1R4q28Ft68owpy!r9f6Cob z&2mMF*lNVV46nr2l$aepBUg>BC^0*{2ca5UQDXK{Zws{w%?{=z-=$^u`HL;&LQRS7 ze*S`YC93&EQBrJv^;K1Ne&3bzNiXbNRbp#OWOpxYkgKs%EpoH>tj|wFR%0tlWcTx} zlpRfp*;^?)&;7FFYQpC2DaZQQrez6sgYf8-Cicenn zJ~5;Jqb-g8a}I2Ophqb5xi{bMPiIKh&-plov!LVRk(j$KKZ`*c!F;uuVW7|RX#qbP zbr% zm+|yfZLl1U$Ju1GT8$PTL4!h!v{LhO4cqLN|L4|5f9pm}=bhtVntj599I+A^qakBU{C{ewpmEOLlvtG;jV8|mR z+4d0&c`)ewTPmK-(@c}*bMB33M{anSjhr$bX>Eqw#anzpRJQPD3_fHhxx*3dOD-TuDXdrixS z&l9Cz@CKWQ3+uxq{t`R-d+H=^D>%r#H9K-V?6~hmpx58)9Pvq2$swlVd|-jl@@rlC z$~K55!dtBMB6N{{vwe8f*GHd&c5t&=SLrh}^uOf3&dAvX2DCRS1Ihr-h6R4T-+Qh` z?!4Gnbqqk|&t~z=WmAX_Q>c%1NdocmA{yw))8}{2ke?PC zLJtl_@;1Ru z)g7Rq@iDz0TFbKI#c1$mKBGys*R$E1EMroVemhaDP7(*XheqyXyqr%47YQxN6du>& zEC@X?LZf%X(L5C=k^5Mj7z#3<7#Z^0Xfe?5;U?lFnGol3ig^&cV+5D0lhI-kq?2U* zkLx%L@V6a)JPqiQCD(|qDS+p;&(2o?y^`$)1H7^Q-E6MrYx$ByY1icRLluIA1ANAk}TOUy2pXQ4K1*E^#d!_-w9fEMpghIA1UN9t;A%b zccWo8UyM%2?-*V(b?xIL7^Jj&^tTC>vhMLY5cpKb<$OF@QEok(ot#fbi3iLjH9Lz> z3J6J^Rn_C*vjvr7=C`t0HK#E6a5leKj90b;%jZBqS9$7-^LVwYY?bF>fWN7-Zd@e^ zoo_81 zGiy!(T)Tl=DYBz`?86gQvlbAtUvx?FgfQHQQ1WHFu;GL zis9Md-E#aF&X!zw=9geF0M>TXhv(CARDqVY+rt2_eSS7t4Knp!H%ryBKF=wD8>i@Y znD?|wJH;{p*8QN!;IjQ74FFR6S$&eJem^(2te-s$@VY_NpHuOjEohLD4F|*5Jg<~( z5K}w|>gs@oW~l(Y{Q@-Dp?Ay*Md;sLL zEaiduJc^FE8EG+(mW{YYz)s!v(`Vx;qn2&^4FOQtN+T;qtzfG{0IU01tJgHia1u8( zW&2q^2LigSam~zRd=|X-Ubd|XP>|78Q>wu)TQz|J@I94_?T4|4B-_CJBEmqB&}r~? zu$ZO>$Ys;O=RiQ`owwsDsc)2bECSe%spmW$Os5yM)A3|99h{A_*>rNjBm{?%9Yyzg z-Cvvu&3o>9ip()xmBZ8o+rM0Rt_B)(C~ga7K@D4N_SLQ|zFI1{rv?-&mPA65qGrCw zvKfn-pzDqBOw7R`^8i14(mu)(u@cNFg2044TqJc^f3Zy|4+p77u!-)Yp#_RWyadw( zV6b>GAmr|?MrU)KKh!@?#=KlfvLV77E&K%wx&`aqqa{s0Mk{{z1=3i zgjcYRt2tJyfC$YmndZ|vZAskg?5c}}+E02cPYUjOD9{b5(Ef~RHxHlvmX2$xW9$5Y zmZan<$Hft5NT`0nROuar?C>I6s;+;=8(YC00|gNdpiurPS8meHptM}RTjX%T!e^0w z3JohLH+y;F@CiRbCD{F5AgV~v_?&Cd4x~)^BszyIX)w}BtF|HKOz1vlx;@Ixd%Mqh zZj#h^X-S8J8jq!ZGi1xLiLtV#&?pIN6%X&wL>QHwiEx2=M zOxRv^?nX7}7ji zb~ZXY4@MK!W9R{)$m>lSZ%;DsSN;@r^|~vhLYv2yW**;V%h#jHWJ~Gk0ipPar6&eg zek?_OokyMyJy$~4N4J9wG?D~MMJcC2 z>(i8$di0dVOfslhtEY+3{L0hBA(36$j;r1W4X&$^RH!N81QzOdxjMgiRxpR8gNI2- zdi$<>?dM2rif8Vunj;+yarx4VOP}&%eJ?9;q@*HCIWnd~`@W}rMDHpEPwEKf5|f^^ zD5%`hKN?I{f0<4B{E}b^B@h4w?A!YLlflI#+5#Y0l?dPt!|Cc*k?G~>4g>l}T7LBx zHPgrPmS6=Uu-rmGzQ1~-H&)deFLoRHy)4F;R6Q183Q0tR&^-vLd>eI|C1oU~<6x1D zy2D{>G7birk5;ocqiKy^HxAx~k>pby)VRx|0DaFx)7xUf^JS8PmgE~0L~d9SKCLQP z(JLMWISUg9H36lLmVYy78H3P)Su9 zy53>{ziHteP8KXyMHzID7{J~KR-IPp(YbN{z@4PC7#XflJ{T5cK8|GK{3#hctDVb&Ud#3%)_rb04 zRkEyyg8kM#PpAVz@29dtQN=yr0RO-wu>CmplBB;BrZIy-$kw&$TK6r~wH6b=TRYu) z@YYEbMBi_PPso)F+XzT6hUE3;7(GY-brAF6zMDH3@snoy$-VQq2{6Xd_gAPIfY7>&? z&9;+}4g>*PeCX{9dYYlv*u0*}NszFWaN?QKD)nUWv?v^u>9&yP#VR?y4G^ri$=cx; z%T!5LLI7&BA`P#1!-lC!Rs;ul+rHY5mEvh}cm}{!N??RYol# z4{|mqb+^&RYDfs)MjPAp+gNLHuW`UPO;ySJ8Ul-L+ZqqEtF*0rfNgV*{xD9@DmlkP z!G1U<98OnqjDi4cD+M)9kBzTVDdZ$b*h;}{N@Jb9DwTr80B#eu-)sfj8mc6$p#W`t z{%mIpT~rML*!o<3wjH16BuLmMoCXN-nfEG9xC24p(-j>PqFWG`7t`UB(Ui_@uV#yW zcyvgz_fK=o^l%XpqMsSj9djsjU)?K7hm<2#$qI6)nqors6DE5wqTLQBk*H(|v_RA& zLh@@Pxl5;=mgeid(Q>#L&r@C&+$>^no|lWsFyW3hfliJ_k(FejFtWPWx-wGN5D&Ss1q@6vFq6aBFaOd@_g$^yt5&t?~M~ zZ8~1Sy33NWVVtKp4{Eodc1~yGnTlkxB%z`?A^m6?Uiw{)ZaAPnrcI3MJod?8HK?5r zPqOc_Z?j*rNC*nL57A}N{~)JA^b7X&bgaaacg?gfKQ-&4V(EYl13srv^h^M4vpgA{ z4$dd5KK;8j8-!P%2p+X|B#0Mrp?%+lIGYXM)aq^iptPXF%>i83F(IcC*qEfhO1;Tm zCYBnKkOUX9pK@8c7Lyk0qCMP#b3L4sQ1;Le|Ck3_(sdQoC+0Pc;HUzpB%~b}!Vk{R z$0s#4t4|Nv?$UPoHlOhoY(&rmqZPA?bUMLS&P{X_t4Qal%U2IJ(NQeuJPiEy;y1tK zb&#OPU+6dugVH1YGulnu=+cR(Z2zc#)a7S51YQ0>Dx^W{6Rvg8-0gOHonWn0uwSG| zE(b#KK38n-^6V#QU5m673M#ja%KmQl>tB8QEo&Tof8 zchRS=BvTT!N&xB7gg?-)%Bc{(kDugU`CWQJz5sv;<}?UB!0+5wOBOZ3vNi~5rKL-% z$M|7)bUIp$ro(v1E*L%l!qhksar>0c$}dK*YEQp!yv+0q9*thsrK18YhJr@Ua*SjV z6RMvx)uV2gR;|?25Bp8t>yu;}qZR9NDwKJA?QdvNh_A$N5?`MQ)kl7O_g=R3p)lrQ zLI1YM!;S~F&wMpH`$3Pi9MpH8(&9an6wF){NpdK3zw~u!eNP{5Z>wgt-shVt1wEJ| z>4*#U`@XtLQC^n{TBIUL1B1?E`!iKw>aA8*-&K!=FwY9wh=f)Egx<%Vo_)(Cdb(Uv zC&cAM7kRxUE7L?MBL8^b_l|Zl`jf@7TK-8uq5G8=(*~`}H@dW2j1K;3Y3^Y`Z?M3_ z2{7~@`1&szyGOz6h>{j1?Pc|5v!X!>c~v=swoo+pxo4~8RSyOoKkv{}ZrzvJvwACd z(ye;l@rh8p>-kU}H()tN(4Q$tHI0G>YEu)sgzFs9W~Xeg(cA4d5BtFr?Se-# z3L;&Ihb^e#l%-KaT&;$4C}=$N;!Bsv_nV<}B}0z5DN;HP2Q5E7bejb4BUX=(MnMDh zi!$I3TP%@=1r@(k=x-=}wqGhzWLSXFg^H)kqOE3c8>6Y13Dtk_a*I<{+bf#ghB|W8 zBR>Qt2p&l(C?9JCV9#yOo}f|?tlkvp5(s?d<>l;rdQv;s$>>rKx@n3gE1SLVS^Xm$ zI~oo~k7+7&RgKSnL8m}lb-Hb>85~EG^-kAF`(UW68kec77pho{WxbF!vYH6J$jj8- z>qSxB*vpOz-8+6fJ3LKgZFfNoi3JVS(>K5BQNvYlHS2tMA#1x*IytXEtM{_aAN<%* zOY^MO`7i#eMyGkq)azE!#&^NSBnROILq*OZ5kJ+d%N1LlU}v+er7Ciz#z9H7in-E3 zi0oC!@H!*-|F54^cq3@xxo?RmY) zqqnJ=211ROxx=IG6W-O>tQ;5~v_5%vHmRM=&T5T=!#)kMvA|O{@qp3A0DpwcNc6?i z{y}TYq9HRDJ!rM*+QqHL^hLmg=wrBoeo!DOXo~=0&gDc1evRMG&nFX=u67wXJ3c>+ zZa#l@`66_PVc`cQumEqe%7#OD_V;*40wh7tckMS=g2 zp7WWJMaqNv2xdkPXm|U;jg&7hcg`jD6w1J~ZzQIvW{XCv{brv}0{qV_u+P_mk^d$! zvQKx3?$Ep)jc}=h*`|4PV=?vZ`PDeHE3kU4IHDo(^^Usv<|$n^8(Mt@zGhl5^49`i zoB5z3{|>kB-&hdl?h4G^t*Zqq>MuWOWczfenHHt9j#}!V^Cs$QRMyZewr~BV`iRVL z1(Df1I&3v})m(cWnU2{%+P?iMNtpaQfyuTU(yf*)I!K@%w#|a4qF-&_=(H%z{?8J# zgL*_iG8|@?KV5<4MY?5-M?SYR3%yLWG<$tM2E78~3w2@qe-wCrzu9i~o(7HKAGhym zrvu}DDKM@{H&z@Rwi;9dgIt_#-$E`1Gk+sAla}gt`&3OQ?$JHD8e0QJ7%cNEEq68d z%n@8xrCo_%eKDB%uL8gRkE8bYS$$t`xa&}_sHJD^n7yyJ@7n@Z82+8W@PlUWutodk z_HbvZ{Ord561pVU@Wb(W^_QWy;rB(qxjJC|J}Z+ff@{z|{++U1w;T|s$fS};8u_rhDv&vM{T+Tyhr`CU9}aHHcjnD3wc-2!z@sR;W7_f!{e*zuEfJk z4Teg_M*1NPnu}1+;v}-e6^xA%iZEEx`B1@Wuu6Htv_`B=zk<$3q*u;Z+G9kSmaL^N ze6TI^N{kKk${G88yYsxA9wc9hv4I|pmGqeO98OrlUO|t^>A<+36gHmfc;k{~N5Qc( z*`kF(!-Ss}ns7E+E(fmyD-O5SZaX>*`BE9O9K5TUH_;b0I+mQBjs|q3H?TplZzp8A zWu-y^n4yy-{MCFhqeJYgabU>N<<1Zr;z_`izYhajZ)Br)^n~q{9wiA=N6;w3(`dRb@5$7fVpV98AbvYgi<9smJIYadiSaJYBwRk9jgM zNq5=(d}d4TMRqb8P6l)j5*d}*N{o3;uz)A>+FC)Fsq6K$nX|KOO3e$iO)wrSX&Y2v zP?XbLG$x~W;~~{%DW7dCrxl99yq|~Bb0O%9%w$mJF+u+zL?+8XN(V;W|I64sT>8i6 zVYWm6#}BUl+vQak09qP<pK_q!j!6}U6BPu=8-v9wy-kbRDM(9% z<7mKu|6s6K3@#X3aHL-c3cv~j>U)FbiZLaA#T$4wUn>N7HwNme#Mc83l{mqMs0SfOq3~JRK~D<1vE@QW4=e88G0l(a&Cw-Z8ku4?0wcRv-_&91TlnkK?fl6@WDe z;2X#09#KB%k~qYM<8Z)$fA9D&yt^hzzrTFTp@abM#_(`4Q_t8l7yq}*3kvlxRWJs2 zteifWjHV~S6>S1%P|sb5<9NV;e{cAT=R1KjCUYFFl3Ot)fU;+XB(Qr1IP_;orcy6|!Gc;|>a*<$EkcSK;91tQ8 zhO_DLd_k82t!icr!eb+t8jcBpXe0pfTNLzkY!1EWr#6_1D6_kuDH)A~4%IAk-aQx9Ec1(iOb{TiDBd3Qt72&h1ut1+OyH(dU}td&&P%O5zA5a3-K(gmKuRJNpU)uA}m zfO7CTo$BEkLIT#IIM{#yzC{I>z_qv!Dk(l**o26MhEnrEc!Q!`N{3BJ87QRg*jTB; zH6QR6SyEby+*Sh+LLaFMM`?n2877XPw0c2VjJ(fX#=1ctj?@dlEVl}p34{w33=GkD z@8tN5kp<;|f^aAyz`LQoq)8WEPyYV$UU33yI3QnFzj!r0XVwa8f)rR`z||H{=~oO~ z(PGU3`8xHs#%JYkC$_=3k1Z-^k55m-=15TEo|s^qZBbyqcQWSnjU-QumjN^H9^NG0 zik=jhaH?Rs*98pO76*$z&VM*q3}26b7-dS2rRbV&oD2QUU_MsYM(X)qJ89&;tTA*# z`gk~>+rAU;k8Cc@(2#zZn>I}9uDR0A1zjKIoD0$0E@Ukn@vJ#t>jGUOM`I`m-FIPX z6uGm(lvn0!E_rYPFA=j;2!7(iL9lkLK4Q73U0jp7;38SehWM8*G#6J>+q^Da)2DWf z5*8Q%nDK=}1ZJEq`FuflyMD+NA4dFLkrA|O;0F`GjtSpgSRWCS7yd++oUO5oo}eR7s)fHeNutSW+|_;;E9Nevl2r=5UK8B^Q7h zsa&CdMIBF8V{9>3I6jQ{+$CpTT=kEF0p6Oc#~eYJA%KSosf?+AW1dIiP5u@$Cewg1 ziHtdXJsR>U#O-BF!(Jy&^Dq1Xj4g_5HpD-5>F9ETnc`r1v9qBlT3}Om=}(=<^?7JQ+`@(%IlGO9)g#NHCufgsFY7KsKB7F z94GQkSY`IN?i!^4L)LgERayx&NK{!%m0m2zZm-rb zY>40Sb4IY9yk;K5g}N+XdaKHQ4RP^`dKCH4!oMMZ3pGSQM_lhZtLdhm<8wY&x#rR= z7i@iG4HIGyTqqKo$Ai%|n_67R%k(TZB{^PPi6pR)^sYj5;&0O}w z#MVqBx^U~=X`ztwhSq9#_jDQVY~6flopT}T&0?Gmro#)`PrjN3Q{S6UB``Fkz4)rN z={Wan9^ae`QLm7wFDGFZ+PsiBEF`_zi^+^v0h`ZWC?bTsv^-n>kgn@CPfLb|v{%v5 zKKr-4|G9ZZXP6N4G7c?eCc2!PXPlgy5LMIinM!6>A8am~b0O+A)byy+yL6In-cWNk z#J!p}n%LaDrqxJDdGl^RP+v8y_%@$+0~LbTPi8~)jv7lr$yBxpR%4U376tZQfB$EA zY+_CMqh9M`u(C!o$d*CyMC@`jG;Q?E;E)N5qi4b<)GQQI zHusoM&4_2gcO0ylwB;VdJ!|0UDe9ShG|5dPz>;m$H zayTfwKboHNB^|-eC>18)5(LN(s7aXeQvj0AfC|K+8UyMr{orisfS#a;_+gob|3w~w z)8TYgx;LW(ak$1H0@qcSeR#%GQqbqK!8qBXz`m(|G@j1Sc`r$jPh7x=Z*Wk!embSS zzeB! zCIoxdOeoGapxim<)8T41E5DQE6ahINpE}e3_7y*D^*JXDT}+rL<+-+3IgQy*MsHjusjG-%LZd$puqlsI>_@sGkXQ? ziw?xO8UyP4ug?a&90;7C!f>X70Y3d4~K0_1Hq&Z?=0xudH<1VdsLI10!?34@}UVD3t1$h zbe(pLMvbSSvarDzA1JV|jn7`aKH=sI+9MMxAZrl7?~Q}5oS+h>AOSM3F>lhBvqf~= zLeNEV0YkRM!Q$Kb55x05fc2-t(Sul zKTnnJYnq)ehQS$vEvV*TsNTs9)pN@J%I=z#2lS-!(CKJuCbX{8=8JiF5LHr8Ofa55 zEDG$u9rGcZpcgpi<23>Rc5_Sz5l+ZiyoQowW(4HM;!{t7h6|Ot#cC2u2jmL))G56G zr{#<rJzCkuga%-9d z`1LoVi?_1{-;pTD95xuU8YssmJHB1bzGG$!&I_n83=9syHz!m%45^Obi&=t<;sOSI z;Gl4AGE?V+ndO28z=Yy#0|NLut$n@<*H;Aow!s3lL4kb-KT51F3TiPPI;BKC7Il!& zW%hdrVkcO5xm~k|4jD8IpA>a)#Pj{hU(Wc{prDMYFdVNSKwhVYfu@s7PgK}o3=EXV z9#4*E{DuKRlB>lr3Kp;pim`_S-VGMADOki-D385ZzAk?%=ZqHKC|JNYD6rqxN5cJ9 zPmqKvOhBa+1M;St*N@K@3MvH`ki#7g3h&e53hrr%(G-Sr6$Hpzrbl!-p3>4Ct8E1R zaz8AW(03kLD5S2@$pI>NOhiznnNS>WKpyyq;ewBsL|_#v0BaDychAlzt1;aIL0z(C zSZ4~Brh?#HDnLW?^Dq!qdDJ*W7xt~$a*4_7#n@HA938t`gAeQ$H2GsYa>KK;T(tzwikRU1Fv2l9K6Gv&Jk3PYmXz{%6E4787_9%>884TDf!K_v zApropPG42&4cTDaQi}rnqZ!@KtgfOu8S#4s1hWZV&_E+cLg!jy0#eW_nNW-#Ogmmz zo(UULK_0Zh0<=NF==bL3ug;<%oatSib!|Q#z9~P9F`+osfMDoH<|pw`T9Arf(1e6R zLgxco#17_T1XZ366tMj(m#@#?yo#n>BuQw3ak53h;v4hHV5OEO%a(J5<8;70JnjAs zv!9@rqN!3HF2GwD@Ym+EXiim9YIG=$HXwjMn9r7DJ_M2^qzV*Z6$aF6^Euu2T)OLN zLUFDE0es!wJ;oAIl0y<#mH`F!wK<*lTJh>yFqxCO4b753es8|w`+x+q%M^q=f)F|H zEuR>Y@ZR#Py5@uc@5A{;X3yU<#|k#wl2sSy+b(;2H$*2lES> zYGZ~=vakviU=_wu|9n0==bZupRR>~Jg8}v0pU-EMqnWV+CzwzHSA!gQLH7&Hc;zMl zn@|jFK>+`4aH>ksfeG&C^v+P-SkU=FHP^=+AgCn~j#~;CY`spKs}^A$ET|o9umEmQ zV3X-)6{5W9CR{+bFyKF0OjHS+jKY00f`;1*%0)aRbUs*|PlL17f^4k=akj=d>XPPs zd6guf>OhQYFrZ$i+cg)XphgxXrwzu*76taTE0|AIVFD;Yfc#*2wwjkOASw`tY7D5?6}3WrXM;s# zg#!E9a(Yr>sojL)WCO~c0~^90YT=e%ORau*c#3rRqMF zoF-RcINI-nU0?orLRsiLMwL`{CKv}>6g>0Za>VG|_`~J-v7OCli7K()h2#S6V<+;#@_afdefOOX6rdFbre9lLoE--X z@RAhOp*Yuo0KP%s)!;aoqY?B}5iW!q81V0f*XBw}t>o0(p8#%fc*!h&-)Ag=_@^_y&1qI+#xR2wC81gkx}g=HNY2^A)w(z#k7Z|Sd>=X15UuDnMQ=o(;<_}rJMnd?^QKAH)wK`=qVGG{U_ z5Dd_er}TcedbRw_d_ETS*a*ok)0o`984} zBc;kkV8TZTz6vII1yc%M(4?S3#yTs0PgxnA6@T!+=@Sw_`n*%G5wAP&|TP;YALG2JG~@~)&DD~<{n(=`qX zA87@;`ENg4SMAS?ExlYCtgbLjyh; zo$;NulAKZm*Dwft5bu$a

#jJGWb3;|}UIqK4JI#2-3T$W{_9y!O1{Mp!+=m}FA!6>UatQ*dc+-SjN{3BJ87N|P$6B@+(JD%i0|Xmq zdFYfJz!1Faf-L9sVhgXgTbDQ3F1WTgt!T-Re1I^swZ zKY7SN!2uz1jV?>1`%RdDpw=^?INX2$zCk~sb+q7ObxB&nFWGA-uyxbi{i|o(EBvfOWlv!zC7Y0S+Jr0Nvuw%H%7c{ z2=bUr+@PVY%gl1XH{S`%3^T%M$*D(ccjtRy176kBh`n$?Xj13l|H45yT^docln&ouCgqRB$ z@+}Su@2i*X8C=k@S7A6;K`iq8uOH1Xey{KKQFoO7umAmvzkZlyMmBh+Uf_Rl>|~G! zLJS_`^>;m~M~|{)G`Gj6Jl0$xOorAS&R90Ne-h!>GS4@5JSBoIh-Ke?V*K>djl#bkKgS z;7Sd_X$b`|-i%1F`-b`roq6S55W&qYST9q1>!+m`s92;T7?+|QBmX~bZ`viE!xBA3HMnq-?D>lSZS%u#)U-f^- z%-vsiH*>#HcKt@_91)dq?|oi3^L-!DAwYCp*@`+!(tnncje;BFpVm7{7^LnxtN7{V ze72ZM6~jp-(x8k3fqVQ0ueaQe7o!=CyNIYUG`EC;072qye#Osc$4uEh{GJUn0(CI%^n2q-1-E-+}L&GKj{xAL*k*kqVqx2dc?cA0l-tZvn ze8aiBM+9>!G^2%+^>$62OSS!Ekc9~ewI9Jk%9Gs4PKzr?vzIeDnQl0(0JbKKba96Y zLi6M9(C{__neGk4OZ|i6We}c+Dmk-)Jbq@Tu2T| zae@lX$FR~L+&sEG(CPs>lxG+Nhn@aw8SN4b-8;~|qP@^+EX2~5_Ib0CkpmApRG<1> z?3!<`Hn`#Qgq5V>q#@Y2$qqd4hC}~J{>qHz_x4nyuVsUwhqxm!K>C=C%is|IVO@OW zO%N%|FnRkr2c!T%0O5F=hl6%#(KV`9r5ldi{Dv+)f^ftQ0*?U1ygaAH!nKlhP+rcV zQ2YQUXAjZp7mn`{`DH0mgChjgaPTRAzN=(v!~74NUCY#w3ALEcxmTW2LaV7A5v<@4 ze;1~5w}~q2>Ulecv1C|GZQ$8BoHXBshW3Zz1zKkFvMT_FV`g3(0L@1zZXpzu{Dsd= z4PBQ`DrG6dpzxDSfh-J}D2$}+#+S0r`1Lncd zF|qS2Z!EDZIK*S2E}x^!&0FvT3-!7H!Vzom-8J`oM5-H9g9jdT&XDkSi<#QAWEflQ zPGuekmDu+3V~dpuj3XDF>FTLgeh4m9Q$ltlnl5)&qxj-Z5h=wqkkM5>MIy9fJMfw`lm!y@EnP<9^UM@cJj(jHuejmTII_$zagA z=2?Aw*P!Sned=tUT0qMK-Uj5=1j)lHrRfd>c&pSF2PQ%tIav{Z66XJt4@-4#-*#J9|c zbn0Y#m4wJrEgBgj!Yo)4b2{~WcVk|?caof*XoV0JCeOxGDhN&@lxPr&$=N-kl0fLR z7AX-1nHW3#g#KTsw8jot5D~Tl&oMq1IQ z4X{+|wY(TmkVp_g;bxWNreeh*#Vg(B#(Mj8- ztfg9=#2mn*llJT7dL^g3TAdV7kcgRWzvgD!Op3G?91&K?a26~|j#ilni!vAE-RxJt zJRkr1@24}~wbi$P3g5d*y%i zw*2DR>1>ItLgiP#Je@6(RZ%&eEx-C@SG=4szg$FCVau=o{&coP7F5nceyv1`p~q0k z_yGj|1HpGKeUa}C{liWXPlM7!p;TE?VQAEMN(CIW;I&G`w0TXXFnG=Xd@8TyG*|+! z`DZ8dn!rKpz2IINmRn87+v(^cX5f5u#V{{aiKhzmn63|?NQ%RC0~ESXLojIvCJ)wk zm}{67s+e0ckEm9R9jvNsy?;RmTGJHob{?mOZaV{f3!)&wv@?EZc6rG+ zJE(n>zkdDXhY&~<0q5cO@=S)l@I(RpyBDh4XISWismritn+d=@q(9vHz4P(2i;+(r z!rz8voe|-kUI9YwUVN3+uGJxsmJ%HBQi^FEI^W2>F9UUm2A#XYo^RyB07I)feqNeG zu)2!cN8bDHn>Cnz>${N+vWPM9sqr_UBczVcs|rq=ktG ztuuO)G|v5hL=v>Li~YwC$v~PqK*F}W@$sA%*Yux|jh{=c0E0^MAZw6Ga@4-v zgAoU%J25~scCT*sG_+#k*U}u%g2t2hmirxli9}(jh4GzA6p{(ehw*LqoUYNhl09TY zk1Zl9#(5yrk{35y`bt>V?nTdn#=RJv&DQ%jZ&es-viQ9;2Q=tBjqg#nTI7LT&#+2A za-^Q7LO10sJ}dM}&OsacZyj<029@N+T4B-dMbMy=(jPy$E)PR!Pk$K@YCj<37sdJ5 zhT1{ZY!L(SJCm#V`D{lQ-pbr#*s952`j}4$VBhA4O}nuKRqn>R7opTsE)JhCw2VqN zKnVB4B;oI=q&?cbGkfkAXTd13AapwkeIv_$LwllP2SI>7%h9r^GK{-b*=fSuJBV)^ z8%^o3E?(#(t7A)PC>*3%u;RY6!abw|=H}b}dtap`f&`Iw3z5-bH&zvip+DCx6?hQ5 zlLU*)@eH}SqT?{Y|A1d8PVY3d^#s@ffaHX_r$ORXOX=gkMIn(efOAr%U&GbrBBL1= zE);Zdfak)E@pO!uVB4}-`0_6@hyv4MQCT{)fE@(j?@q4e(&GNZ+DriMR@X@nhUo)c zb1cTYojQEsor$}Pd^}M{+FRU^ZZXdwDclh(@1nO9U^Q~OA01()o3wkUiGs`!9cKFN z1Yvd*pb=)8<{KVnh5&pk_?~_{L6{u{=(jyuCk?}q2>wG~XgH5E1K8jS`bh@3CCNDm zz#+VJmYQ&JOL&<9?3uTQ_P8z9>VR8I38zyWIKbZlo)*f|_IeR?OM|H72M`283Yk-S zlm~ORN^l1K^z*+P9AZyFhy!|aO)JL+qdi5V z*Nd^NTUz`~yKadBbjXd|4itfI$&C&IaEL%IU-M3BO9V0l*brVnO5N*S4SB0a`P1G;6nXg zvYn=3^bw<$;e~2c23AGoX3GZ?iA3M55?D}ir6J`jy6}{?N7nMQWpJUiNAjSC)XC;l za&lWP$Y3=cAA7=i?K%Ml9h6G6kM#LLHp|;ejQ|4wVMuBIXCFJl63aA9894$6t@nZ! zFXTH?yc?EGRTf@eXiX{<+@IO`>l~}S2w3o32 zr2s7TI;-GTJpqIsN(f#kJfU+Kwp)Fbbz2D`c~JXt@FpFJJh>jz`AnBb(xTz4kxC49 zq7jBC{1I({=K1cfHlksXP@u#{M}?Rv(v@(u#Fg%tIp@4G-5>O3OT(V}312K1C_y&; zkYOQ9#mj;sldln7?C9*y(e_H7XlzPIK=4%%HDE<;_u|BA30SI;QLIKLilVdKwhY*< zwv$`+hN}^Q55j)cEy z$bshYWa|6E>olD}x9%YDdO*kCC~AF zb!tMy5cAc^#o|ND;y<#@ihg<+{> z^T~5{REVjwRnZA3NZiHgw%4@mc%oAH5nHBo){?tL=5H?!^TnS33=u-3E_^00co4cZ z*}mG)(dPWWB2o-Z5&x-oS4IK)wtv2Sz8fzj+Y;dpn6U!}@JEx~3tEXvC&jrtBIx|@ zr8Ml#sI2|psp~bdpc-t~{n5*O*2;66Z1w|DUWCPx?LVy9$5J`f_ zJN!;%7|)WebGjP6bMX*+@HG$hjfVmT3!bnA=?pM9OQc%MI8km*1qV6ju*!&JUx%rI z$a@oa-SPQHpZwvokG}r5FFqFGw+wgs?|pP@76ShysQh-Z_-MTP!)mb}Pd{7BLx3#J zp;Ai|q4+c@{^M-_5wB7C{NhhKyI9s9S2YzAsteE#WYUw{0iu*gyxlrkVe;XV}pt(puidA1^wV9-JQ z{PEMzszPn?lhdGdH(2z?`KpW?ORZem6H(AW-lanVx&616>oD5#ZekTG3z}Tuiws5l zH>yMyRBi`@rP$VS`t9u!veSCO(nuM3qXPb zETCdX--y;`K>&e|l*Pw8oGN7{7F3Y3_{m9AmI6W#USprB!n)0C0R(>ZnlFOJGHJEt zM}JPuh*(fT%ZmGT)a6-Csk7s*Boqm`tz}g*q55vfGwF@x?!`ncsFcDf0q?Wr?EH}y$Z#lc7 zCT}VedXxQDF1WYE*l{_BgmsUE+MIg&tApH5W|?d_E(mJ3Catm*dEqpgOzqSx;_)P! zA||zOFBapKyfWw%nx5Ka=VYZ5&?z)M6`BuK8Ye!@>Dl&7PA~qcqirTXq-e7j}*!0v+O*$Fu z4QM)Qm*#FmD^pKyr>Ayl(#*#jNI{+o&Bv-dcv)soOV93gB|^YLRi;~Zys9~er`rI9 z;@x291)bc?Cl!mRw2WAI3-bm+L_y;gH1u63mVS7J&ls@Z4eZI7?$@CWe^QbX%`<4a6GnuRrA1#_H1QztQIU~i26#xZ*3_pqM!lKO=p)Qy0H0bw4{L%A=KtM$%7io2!87B zSuEu&V-%(L6cBnS9j3Fz_|=FehBs*$%Xfzm^tw4(Lcjmx}}4f3=cJw%c-iL}?8g)?2O*YO`FMMnpjau|N-Y zujHYbZLttQ75-_`D)AWvKGN#-cyZ~0aWG7af<=`bY#Yzkmp$T`AjZCv5eD}xeg>)fSBMtz?IfeTTEmy=pbFWM@7S- ztqe>osK8(RWH*uJY@5G8`j3yl^Jm}T|AW+%5H)jJpFP_yM}B--?pL%A%;illO@tzf zNIKxJtf<4MzNSZ2buf;fOG{L@ss#LuhUw}XW%S&3NoRF`EuK@e`_w$(cH8}pI;www@A z(1^ZY7mf2q-+K`F$Z4y!@=jY$a~QCZ_E+m~=B~XcO1!qTpIA_dX@9*{_nNgeooPoX zaX?2`k89P~W6$Hct*a++(8A=9dq^`U7iw_LvOK0tusID%?}Z$(8LwuG^NaPKu6-K0 zKSUH+cA9xX56Uar3L5ID-TfeTR9C%=ur7* z+%*tFZ5^r%1|9fpH-0hOpTuV%K>_tTrM%M&WdsoTsC((>!=`XlTiu&jP(jT5`^U@i z{aUH z)~56v&|_S@+RVm$Vy-ZuF)kttDkxzplb3Bh2Q^^{D-JZ(w;$b1+7v*7!ULLb8@rQQ-Ri(89Rwom zFf`P1g7aMd!+7VAkb5Yfm1kiX(ngM`=y@gtALnn!e+v^0D}v&OXR6#0_2g_+d?4p&>8QZaBL}=nhT0U_$V0da*p8(ilm3g^HnL$RGQpBPf91=I2+d zL&-Lb847lU0PVuP;&+OZpZbP7Q2_rzm1{U=T!dMiC3TA*-CWNn*Hd{&j^U(BK?MV0 zeLyFn&6nc^@1?D6W;cwhf#74Z#6jv2URqOr=NXXYFc8dLo)#jxe!gXiTG0PeruHzK*&9Sb^PB^dD*cgVbpBPaFB{I z$Zd0X#Px`}&2(+8tp8eLu%trx3^uO#A0oLJ8fExcBo|MDz+JpU!!~rug`7n-^g8gl zkN^uJF&)y@JF4TSr%M3Yj%`m`IVHfb+(cRO1 zJu(&zBQ>Q&LP3Ud>dqaBBEV^{eiT7EymY z-q3YJmoXE+R=^Y*N-h_4X5E_$4FpV~`F6f3j;}kZZy-L6@?T@M?bofF5py!(W^{`E8= ztEeDcKdFU_XQUCGB0NV9!Hb-ZjFvnl=m^Kp;`dqHh0@16Mi!P|p29PVkFY$=!a@zV z^X*~9+Yi(U(np%4@%t`cNGf!>iU`Hhgx@GNO)a8&L6;Gsm)SX;ZG0I^k)sxK46svC zq5Gp`r+i~{wWZAiBE@~y9?w-a!tm41Fz_;z8(I=6f^p;!$_VO+Y!!@%M@T-50BS&P zeJt=vZKM5mCIfNgh``9`3PeeUejXd~Eq|Cu5rQGHQDY+v)C)w)k3LvF?{g$-1ia1x z0So1t_1hUA=u!Ir6xQc#gduD1T#i?hS0ifKQRR7_{~=Q2fI2;AN&$o>s}aP@Jn2A7 zCe(#>18Rg0I>Pb87^T$sr>kIG6VPRhqK$K8tT;kC(nSq@Gz2bbyqORrG(wQ2&J<90 zGTW#K!hqCSWg`rK8C`fzN0HNb(dC@Zt31${#*!D&RND#v(q3vG)j*j3rWPhQ*5iUV zx_0g<7DoKrDS}m(LCCUpOtK{Vgw8J&S$RM^rjw7bWaUcNyRuO=pj_z|KxjJSjJtI% z1@iyAxi~9j5VFoV+q~LeuUFK`mYar77H1jX8W!qUy_xhA!oqxn<^QbZGHR5L!n=G{ zs~oZW`V<+gP(XM-Na1mn0S`>0{1Hw$GI1FZ9rZy8hWh*Q({o=H`Mu-Y^;%B0A6XC_ z3CG04o^;2BcGgA=+A|)1sa$J3pp94|LtlHIYJnHCEhPkfX#G&n3oz85M8A2@&tA^x zY+>0pJ~C|^zdq)5Frld}<|3T#U)dLzE)TU>fT6DAdwV(g^|NQA$~Egl<6DxUudUy0 z7PK+&o5OlPlNo-f^#Tm_tY7NVB#oEu*B9%x9A+EPFI80NX1x&q#^HjF5#$rcMd@)K ze&n=R{CcEjp=x_O-oE-Qt6{GNga#E%&!A(nTNsAESR*Z-0HEPNX~1rIgl3Smyiqn-V}cKCFl1f(}^u z)h|UP9O<(44@Tf46z|tVv0AU?Q1+3bvi@OkbcCS857b_xFSJ8rVLqHfL+o$5Im+QD|d>vT+ueRk(`!4O~Pa!~7j zj?5#-G>}M{`RT_Dk0AWao1fmfSWjQkMC^(dyo6whXgD$$)+;C#83gGsb&&W_UApVOP$ z!POB8NrreRxP*A{L|arGR|mQ(A8L8LlOJASP6-|I3Jv)WeDd)h@zBngmP*jsb^EzG z^~PLhb?9q00`Q~^0N<=3Tz_P|K^D|UwH@||ESvoXWE~c=p|JDeq=7FE6BWR!urrr9 z9rg+^q#x&wcB|owI6g9qD3-3iKs}$Kh2Yp3ll%)n|JxYMY1|FCt^xgbp?1pWU1^`8Qnv( zlmJ8ee(nc1HY}3Zk+n)DyFC$N4|B1@s+2o20br5?6M|1%l|f@+yYu;UH9r4({hO~o z`t;MjCc2JuSUTQ8gyPfU`5*i}Jwnr9=TS{Cq57^; z8ExhpI?`vor{>vM>RHlGMELer{4)_DcR$I|tksSdUJK(4r>G@>5(5uXw`O#h0NwUC z|3$XF(riUk@$jU zfW~^ehM@`)j4~XcLh}RhzI24}yJ5ImpeoYB%P~fNDn64Ts6>UK3nhTB3rCQEKOTyY zX%UHz0>iNZ0#WJ*C=}lnuhULv|6I214Ari{l&TpR%8$h-nA;JtZfH{qNU0mKP?h$k z`$vWDaCu?L3)}0RV@57EKW#-ikt&N%*B;A+lfib4D*r4 zrP2<__p%q)>*sEHnj7PgHG^R)KLhcBx7nYH3mc!PS6stht=F;CgE6@&r(Uxzpb*Vc zr*p5!WkXV@r$Od%vTeS*oNsq~PM|`}&@oC7Wm?XJsMNzbn)vKY0*M*P^jDgMbUg!_?8bhN^d z=7YFXxi0QmuvC70?wn(IrTAxtgy6#@xY!;ltsuh)NJ1#RM1Cxq3PlL=mR}(iKOXrLV zR~n9wpf6o&$p|?W<0rYF`cXju^=(qBj5GY=^+QfsP}P_MGcRe==eM$W?#B!Og!48r zd5QUCeNZ>T8P3JZf|?kbT&}RP-w70tE~11fBK8pD4-6RBh-> zD+y3QzZd9q=)`P0TPePw1FHCmQ&rf~$hOEejS7wf1*9H2rbC6le;j)T$nehontDgq zYqgK4f7lZT3TNa$8b0Fz;^(RtWN4CP&d(rVvtRhu93E$sEs}nINsOG#8=!{fs>A@9 zJdpbG zE-r-Mq8CnZY8@!Rp3x7yzuW&uWLm@dIpJep-3bu*_rYHs!d7yjVHlaJX(SkQ?$T=; zI#`Mg;r|L1L(?3e!xX`)iO?~=a%s!}5yyhak0~g;wf&ry08ZT|_vxC}mD2^Wv>1yL zyRgi#76>?4c9e}kJi%8S2>!x{L1-JgA)pl684{BB@bWbLLx|ZDinC3KMHpl_LAuwb ztD26X1qp!Ei8Kh^#(R9um$1c_u}WJU2zXBL?v{hIK@%Dj1onIMgS^MX5Kfh% z9Rk3+{1;8ko?k5JIFe^FXB%o=eC}L~Kfvk`>D^!kw<3}<<}JKMN4bdUY%ZQpFQ1LBmt(om%P^D-gb>Mj5W9mnY5(r4jckM)hJf(3&_b`w90@5Yi@aKXcgs^6fo3=g|9pX=nxaD#hBPTnN(Y1B7z`r*9Ty= zqnik5sfkoD9C%QKKan8uz3bURu99geQyBr^cdutJMMN5g+;tgE1mGTWVdE;;@s@54 zq3gDk8w^cihwueL1qP*C?zM`7p^=~z0tDnAxW~F=Huyzh^D_As+tb+4b)R~FWDtb* z%soEPvDlOGMrIj9lSZ*42K4_!?SwJRbEwpjHSF%t6&-X)4c!E>+CTfv7b4ji>I!`A zT!B9V3gLY}`+c@ujTgM#<5_w8kzoQ3BrT`0kbZyaN%+*TrWqiiSW+Q;Yred?o^I(5m$59}3`s3~8k7|m`gmYqu@k(Yf zH5c%`5>^@K!(7NGc|KEtnhkozgJBDQVilqV8kYVzeMIAK?yM==vALrIy!;;`Um1?z zNx051AR)?$2JoR4Ktaec=MZL;bOae44&W zK`0IiH8qkulOW>RVPShUCD1|k(>E6dIUT{MMuB_LxhbE+IZYHKHiD29LwrWUYnr7) zilGiX0+N*u?#*xpNhN0vDIF?k1RzU{?k!hU@lq0zABQAHg@v$=0^d%j)hkqG3UoEEL;*hE&WY8S>PtMPcGz;ss2V zcsR0%2%EMNNR^423uziQD5N*ECXJ4r5{b~Tc`}i@v;l^=PKG|`bv1DZC&LntfD~SE zHT8(c=uhm03=HwVOpf!hL7EDU|~u_ZYAGJuWoRUlgB)O&fp+JxPS%yLdM~c1M%RevGBx793cY3`~eV zfG7>C)J(K=9cp?R4pK4x{IiO2t??&-kb9C_MpqHj5sH-SW!kj#ySuE*kdS_GaW|9T%2(96hKXK$uCs$Ap>W>g;J#r^Z4$Po43dlcr8Zg>dfX`HF0IF(C`o0dCHbkj!htCEdfU_t*@m z4S|EyeWYwEZz_{ImeJ>q>=$SditU&vRP@1G+cA;|!Ms#iZso}f14J84-fHGyP*eMc`!lEJs2z<}*G$i;sg-J3w3W zS%#}g?Ov@WRM?0*Xn+)Okcx#g1tUB|zez~8HX$llNXMoUy>m03?~4PmTANBa4`MMZ z%y;etAaznkYgR}!2*t+3eCHaZ!i%kq2e2R#iz|AduTO6+t^x`YS?t6%ps=Mqb`lR_ zAE094K!kQ|H5pn4ziL%XjSKOoNt|ZlXx!6Z#j=*$xD2P#fFs&{^PPf1HcKews6cx{ z@hpgBg;v#{?IlUXK`Kiyv2k>w1e16W%Mwg{7(&gjlbxwfHo#4N%flR4MRya5Y2^cfb?xrODDr2!Ut7-X`l zC=_)fo3vL&pg}0hk=$HyN017s_98s-AQr9K&97GD;!=@Ts}c=DXDDW=Kc|jFG^{bk z$D)k(q(Zb>*4jIuAo13G?WWWP`{#z~f^}Fz7(NH@!}%s0 zgzrv2ahFllPsX=Ql17$~h4^Q@=OUpi0ieQhw4^0@v^S7A6YF@v|*Vm8eL%rW(LaObeU4w7ixh=5a8eA`B`! zBL?~t(#Dg?VR%H7*b;5O) z(xg)@heGtP>Y}5Y`Tm-3ujE}+JVPQv@vnwj$`XoF1;KhCf>myXwG6x;34sSfERWyf zd@D<&++UqB(6IdZe59*`O?9pXsvAeA|iN|l+~n={0b0SBSXCaNy!DlXZ0A7T@D zkjiq}o_2emHm4;b>pMpajTK+@0&rnJwfHDs}NIgt%F2>)!Dor!A2NFVwB_iZ* zx#a`1bGpA)UMpeP7#2SD8oWj(U@B~RA8|8#9@E_8Ab#Z3G()4aVu1p}mb>9qzv^%z zn=pnUrixNTLE~O{X-dQw^0toy^g3s44>jR%HS>I=kJeznK@Syf?P@~wN&fHZ!{s&=~ zr6?^03nVm==C~Mgp9!(HG?!RV`5;+FeK|TAmrnJ@4Rk`#Fu@a0xjRX)#6tT{(k`~* z7)GD#a$@fja+H6Sw!ys+Hnrub3$KUESWtNgi$lGd!?NKim7;jB|RaIh_xWH9J_-}zFu%nc{F==LoahN&Y#6~Pr{xT|v- zNdMjJ#cc6e!>$7`LeW(L!iI-<^VJpl|d)I9XBmFKFP%Cw4xyt9DXxIutc$m!cBP1Q(+)h8CRi^8$?7tb7 zGyx^jc#RA3=v4pGm6}v*b!wtP=m~-rAAQ98fJ9MZ>NHfMP$40C8V3MFVL?qvclw#T2~b40p)du&xeI^rxe%TPp}TlQB_HX@Qq+*D@VSry z3nJguvt0d$-8BY61t{y2G`O#h9vJk44wf3Zht3I7M z&{D>rL^oM)Uh$G(;RwS7jY?z@1NsjFU1kbHNmqbVN#RoiWi;vD20t(YA*J$%{4kwe z(ItE`w1$B@6Hp0FAy}$%8y%*>gd5S@QFE|9KA*3(mynaJSi2$b0XS0`^ z<rKQ6H+Yon*0M&=~YE0{$1-5@^Jp){yEA$1# z{c}Zr?XVB)^{dTVF4OEER?k3KeK|(^^5|R+Ij7sd90LVxUsv#j=_^{+BwXCTu80`W zy+?SZvn(h3d&Dy|ccq#SEnH?uF5O5tIB$3cxVKyxvM7_WVg5oDKLG-=PscnClK0B` zr{jDi#m5@`^7FqF)c)S}41_gthn76dO|_9PdFVIU=<8qdI0QoLsZ?^xq}!kB5TN?_ z+N|YWF8$++31Is2VLP7A={k53WBtnqP{8(e=XOT@-<3XOxPRT5IN*DKaF1hH`eg!` zKIU9^BZu~nIfqcxZ?>{x` z?O!T*20}}NCPS|kVFGXumUPhp?{?eql&;(NCW31i6iWo(g)e~+`%!xJ>Oj|ojreeA zng*Y(cEzf3!;EL5Dd8#{fp{-{=HH6}5QZD(LK3K|pSX~Il)muN?0BJSn4n0Es;Wam z@J@P}8!SS~Fan*vR#FZIk<6j)Fkb%3B_vt64sodFLi)SQ{w1MW;J^gnKA^gX?vvo* z(AoCZo$8gZv51HxOED|_q z-47Q1;V_?8OtR#;(xeOqox4GY%WOUcL^#f{sI(G85d{s{!VhSf)J$C&*=9=ytLeC- zdStoLt`lI;fzRmpjnRSP=L9~BC}=zij^zTC)8!(wXeU~ZpU)rl;PNZ4e=#m zl?>rW`kOE2s=HuV8mSpoT?dA2Veh|;7YCU$n_Z!toIaGLAc9$>w9Ga>F!GJ0G_8TayjS>aa~MsE z6CDhfAZSoMg+)37PZ?w>1aB+C#=~LVfn*}(u|ToQ2vt+ z3e{q6$clH=(@9b8tUB3Q`S%lrsIG*7eNYP+C9h&%mtpO?Mpe@c2M2rv;(h%kzeH04 zdWEmyS`|&|3`4*p2tUyuauD*!5vj#+r-|lu21JM;I6u^%Q*imDryXr$+{&#`U!N$Q zNCgC>$V1dHqjA>RgwE&CtMgBlhm-_@QbZBIC%l)Bxt}VE3K0b7XF7^#!65CyocIy& zvSIgcCyJ+v41!dYGUDAY$2VoDPF2d(mCOMv+l6l`V6vTfJQB-Ly^%JNLHLo65x?H9SF{mVj^6#h zZz8Nh4FUY#il%i$TpH#H)s%xn0QlBwPFIGigN2^G-X8wURZsXHz$g3zSA=2j{HU_Y z)G*>L_!S)Fe!wr%GHlrnGTde_1RMa!w>?si7#L=G6_W{oK3=W%8=lw*w=mM!m!6~{ggd%jA9;CI*RTq;BORYG9`aNpxGsDTO3AppEbe{JcwlPz7tOe+Z09n6NU1o3<4 zjQAI5RUMj2kas-~(s8t^4&4oZLLEng&cn=7Y7*rbrKn5VPn6i8)Z%e}vjip_}a zIC1YP5uulRv8)D%cv04Zxn1>2a7ep35o>mpRp1c2WDR&bwnX*jSi`!b_^oWkG6{BM z{HYv@9>6CO_-8Q;w5C(m--cC9@ndBGqo9!T&zSCRr~W-1v@V7h+iUL(2(?tk`3|p8 zYA@pg3@WLGMGxG#me6T$VMQF2QvP%cH9nV{-rCbKXr)dVI1>i7>wpHGTQSMZz7Z0J zwXyM2nc4^hdWshe6$p*?c!@YDB|FshPVIIO2=o-|VLVKj(HbwYN z4Tup&K_Rt;xnpn_<)sodLbP<4A6J@>1i z>FDZ(>OZ#6q6;MACY5HoG0|R{ zPbCQz^RhB&FG(B<3d#R8YL1V(bx1^e|G=}Lk#dHv#M^z9*Wur# z)8K`B8Wt)NAq97L{>P6#|MKJC{^9pu2(IDin{`;!O8-p^knixXAOGv8Uw`%WZ@&J+ zSAuOgx+!O86wvQ7{nJlA`uwx6KmF_vAOBY14Trns_#6ZNZO>)2 z0GMp|!qY!~-*-4EaFmCxAr zjQc`cUevxUm zU+xNkf+^kDz)Xj5a+-27>O_ZrX$k~{6#kUMyZ!x{26f@j7eoC?0E99!hx+qH>CYE~ z{mFzpq?cvI*DvM+KrwYC)ti~uQtVNZ(bZIMW?oNmd3wobi}5}UH5r->mvFr~Q> zxu2%=YLCF%JFE=2-bt!hoW{A-COamSOCYOHHsOZ0!lD6WKVZ9kIWY+2#R`)%K z+|#B>meB>y@5&o%{d(F01OC0h=h|^pBr(I$Tv>Wxfy9BrdqKgUxJSDsu4i=TVsW;D zWeHVEdMs4|LX+Ez{7RQtzxJXgLFG|UagEj0crn^F+{n`ops2H}LG6E{Is&M{{+XJK?`=N=zzp`&PXq0D1WnavX7={#j0vCy z`?XVh+s^G~bj`s_EFn^O?xkb-GchmM61iJ^B24h&76?R0wRPxg$GtV^I4 za-|H~4NVmcKxjis(?RW>((-VI9Q=}3R*OjMor66BVdYYXj~1>JX#Gl^3<5U$fo^c# zt0dgd4*>us_wt_47jn3$UoX#n4jzY*f7r+pw_g|o08Ean1qP<`mTkYdiU@Eytn}ls zaf1L*%wgjO#LUMHIF1(cmFzC`izD|r!pNm8*X4TlpQ|;D2FToB z;*O2%-}mb;`R@gBH=9Y9_9VLRC2?3!dEt86IdM7ulUilgFO2?s5INrYCTSYk7DZma zcn1Mg&YkYJ`BpaI`sL1u0GDH(4&@$Zzx!SgpX*fL)1&Tt5V-_dKEIq_u7yMUm39FD zrnCF`O0Dni8%q8jL@qy8G%F&)*suI>pXa<{tg#=@eGVR{Oa5Wl$RG%ya?gc_D$Z$_ zSutc`SxFK;$2gW?L4*fJ+ylOqU^QM!A6pg?)l?!3GCWe@WG3t7a=j|dv8-^d31v7) z@o+^hwWZ5j6lF&M`Xz6)X=2)P(blr0PYwZ;-y5aAAh3lA+c*zIL0Wm#-jb6r3| zBE}Hi+($iu!%nT;Y>lA|*CF+S?&uaddzh5NK`JJ1>iCTJbPJIXYE9k|R+FLgz)vUR zVKtfMDP=qiGBHV$osDCCW#$13BHYh#Z&7<*T~=!wwk#z)sUo0j%yt1LK_F&IzO+-V zb#Kj-0acMG+RyD0qAeXGd%jy12aLCtUtqxwZd$we`qNsCH(8cC*Gex30zTTXsFaVb zHh=|@Sd>tUZaL8xMzt0t5muF9pPi({Vi^Z3Watv7#mQtM3^FlhwzE>DHD2Ad+-zZJ*&Fm0ZTQ=u>%{T?QCrxWmXz26B!Q+k? z{~*_9_3McF?*)-ZB18=KB)abf(RHTsaj~96_dSR%5v+Ifm!r$^^u=6V?ALFqcOy7Z za49-GS&%h)dfk?9V%I{EpyFbW3RF24+S4=cdl0#^zu{lx=t;lMegFvOfv#&E#Pk5c zyrG#6Sy1#0rw4$^UG$CnNd~mv&=Clra*i#cs9%m1F~lVc|4=mc`jspZfpBtK;vc2$ z{nC>E9>j-^ctyQYy1s|bJ1!Pl*_x-w1Y4R17bxg(nx#9h*Q(O!mlgs5Os?|$Pt=^3 zUC(|~92o>`?iBc+%VFexQ*}87bnlH~n4zyX8~{wt8FZ5twP~a)`sEA|Bz3bGt5LhY zR8IiarQ@aU&h<>k?t2i~`rU*EJk&;pe&GZGR9+0Uqbnb$BkK0jok@P)cBJp=wzU_L zM>>G7(^MU<;hNd)$lN53!5UxEEy;R%+SbM|OpGj8cRyF!jJN9MSz9-DO5XA9XL>sO}d6wtZOr=j<0(VOg7 z=SKv%-1R1NPO+p?V8C}}Tz!3F9t%Con>rAh-16qYoMyqJCPBs331MkoZc5KOK`rhB zRj&f+PtBKsaEpNK(CcgZwFm+L_VZ{R|HMn?WSgMhM0jF=9DFcvc^Gkvw;p_g*ePdcQ%^IIOyV1L`piMRW8$Z;a45q2ES(8>SAoswzvT` z89N}`SQq`Och)udHQ!q2$}YY~wP*_UEMX!8F~;LG#SnVGaT+mb?)+NW1JpCN)D|G; zS1NY5TeW7Wr(c19^)9rpmc^h_&(H<}sLrQ)zfw=1^5@|BQ0|IB^}eC>1W;XGeMLh{ za%FSRyy^j9ays2lsAs>qQZ0^t=`=AUncE9P$zXuYBPYCKK(^=ljhy)JLFCjLcZTJK zOTW|_5#VwtA|yQP5Y(Q06-`? zmJTaQ4SIyWUo1rgxExD|%9eqCu>=CBE|!XgEj@kez6X&@sp9(fex;QA96Syo|L_Y@ zpY{u(|6UV+Igt3vSdwx&VvRvt7yFhHY#C0aPD5Y9DFe*rCtCbFouQ9QBMH z_dSTtm;B3+wqBTb0+VJacjLo!zNU4|Zr!MedDDPN`aX;`rXR#)C=HXzC(HRuHKh4Z zma{q%q^jqs(LNgUqveC=v|e&U3!~JYJHser_})nsEU4THPiTRm9HTXC>Z=Gi4A^Jk z1)4q9bi+t}cxAiT4ieRH6F_OoXy77XY1Ra9~slwiwl z|BQD&h_u{h3rJA73tRTj_Oyvp_T>!oj5R}mg2ruV6!BqLF;Ek59MEBb3%-tuHVYyO z8sFbcFU~iznQJIY`758%{O7>kb-49zKU&gJWUBdW@rmGO90fsAFjGOi#}=fE@$iGnS>c*=WDj^Q4A(1rg>%0sPixK6$>F(NRxJ z+4;AWkN#7iE;0<*w==fvQCLz&9iGljMaX&QvxvyHkUNYHIsbTykb4g3cfDWs>-B<8 z$(l<6!(?9mdFK4YgV2Ng&8yjJtp@51CoSiMLMtF4_b7jPy`dJiJ_6z&U*C$z8HHek zLh|9}`PE@RU(k_Q)OVSdhjv)p84zBr!YjmR275ZRlIb?Yi%sNaj~ z%W-L@rAtwl1g)w=7d*&>I7r9Qpp()d?KYJn?P<`VppeoaTz8^07;#X#gI~@!#d2y( zm%AP_o&}8uNn^X_NYCvrE8;fnf5kp;y@FroQ4 zzK!RHxmxejUJ42%6rXCvFlHi)D#H*>!)qI70f#RodeSG}w|#@|*eU7te|&OM6M4c+jF+mRc#)lqrWIOtozII23F-3JMf6 z+0QZ&m|~_=A`MC;E4VizYVmd}9ICW}e?FBJo&^nx_h2h;=lG%+ur^_RClv4rKy$<8w`+XF9SmD{fgSx>(bQ!VJX_HrY2Ev zq5WNbDWPEw_L5G8<%&Km9?x$Ty1${timN>x)WuO+9AIiGz&*e_t$-oe4>Fy}fofp2 z^2t)z)rCNV(w(5R;SR1k3fMA3QL2Chg)=C)S4H7qnJ=mcco6t^1AjNZoNZ@nzRObl zlnN0AjXy8LZW!Oz35kp&3%5^)lTibiP#g!RFN{bfz%9Ey8XYl}iNgo%DAg zM?>yrYRj?O$YmM7N@y+RaB$fD&8x}cVoTcq$5TJHDU7ld`5q8dGz>bA3LQE~TS!^j zAIGGa2eq?r4r?mY=th-^9^Ek%%Hd;YkpzMNQ2fl}a4UIcq#=enRRRuLu%&Y9ew!`o z?0wkce?FNl0tZ_j_+?|~7qktH4r`k0?em6;KM-8xRA^8-3(x2@N_~2q!D|(f00RGx z;L8@fp<&S}ka`{P6)i(qpUzh~4YoWCp}86_m(^%7q~?l20tc8wY8Nv0R;X% z|MxlnhyGt(!)6%k2;b)=XJSDGR?xXbdbw4b6#)ePtq=-2fL4yA7#4U`3~(5*ktbKJ6F(0RSf3 z?GI2&=60Q92FZHfA{)v;K)+C6*Ban#BU}v!MCkiY?w2T z6satk(0mx*=7nDuyq{fm=`Ce#-NhLYYRN)=$m1mo+S(+GopuW)6PiC17Dmm{bhel; zWv9>@^y_AMIbM>Y+Vd)yUBQix_D4)?rJhJ<-KvK0l2Xv(=S4 zru3`kSZv;!FG zPva*XC0vM(E~vGu@|t0FM&y*zITgC8%%0P>#VxIk*XMY)m)SWHdhf>Yxm_G1>R62~ zs3{_9UBhaSh>>P0C{*8%uk$}*Rx0WV!+c>RN#T+U?PRfghtKRPE2wsh6%?uuVmP-m zTD3@PL}X2D>F3w0iNu3eDlh#ZdeOf{wrwvjYh>uB8iOY5_z1l20JPT_RWw47N-f?P zGCu6r2!cr0?WItH)`IT5(3fcA=S~8)T{4JiN8qFKK?f$N!5rY33Q+M_n*U%xU z)6sv_iJ9$2*Xy<1g8uK#6^BI$;Y)Q1f2E52+&}GgNd;V2rxRr90I$t~!l9ipOkIJY zF7pBn3Tz!q zQ&DQSDe<61gC)Fbvi}Hmk%a;V;6JBx^;G-PFrcNWjsfI7+6TLN#mj7Hw=VBZ5;1L9 z4dcJ}&etf2+({zEg%OtA=(tM4fug`}Hlb;t-Faoc)?fp^b`tnQ&DcJPzthkG%{fv1 zOqpJ0LPHS-ijdl00^~2gU~&^=N{=r&5xZ{N-&(Lt#+C z2T;MM^D7QAA{zM~1pciMgu*$7Imk-r9R_Up#=mz0-vki&Z&7Vk-1}=dF+kNJpa6So zcRgFYn3YG;SX|;i_31IgWNf-n>73R(sbvy|VDGN^(|}GCg)S#HTF`QO<2KF9@*Z@m zMQ-G*ge434Z$r2v|){LQMX4p9(l*z>XoOAD@X7*cfuh0sSugLcbQB8B0}N zaSc$=c%U@a7k?6VSjzrx8Kyxgw}zTevao5l#-VB&ye>hQ(yrl9H4Qog@>F&>6g2LK zSfO!^=cBSyVQFQQk&?ln^M26b!DqLB{Kbs#7@=VlIpbm&fDWWQtJJ7aewr!M)Dqp` zJ6?>6exYFqt3y{Zq558?N)2V&@n1F9Ff7|4tDw+*5?-J4>arQ1vO(cnNgrDpK4qk8 zA`~A6MZPZ?Q7dwTVWDBgMuCGC)o8AmEbfnKD`6c5>>mYoy1Ir>PKe1=m}D4cu9(zC zMhJeWLm=W<1i&!BbSwZ84E;0cFN@N~(nKqh%+`aze;oKhJro1NF2m$<#V!Se-cO=l zm*?|V?q{zbxUEWeu@Q967P|k|m*zPK^m{x1E0ytd1m;prSQ?f{hVOHQ#Hy(H_eHX7RtYSq+zw&cjOjjR zq0r_j&jI}*==*CoY4?1t`k|JRxQvcXj)T?{rA2=hr}0|qnQl1{q4+2$QZHw8Lv;;} z`CrOeUCTg4sV8|*L#m^vCrfpS1r@{?nda^b+8#EtCD|5Z0tc-#_|LgOBtA>&UU8fU zfqy^od99S*JY#7|Ry6>FPUbT%4yJqtt+1xqX9)+bJISU(#xkf=HOP^m@IWfeSC?yH zjHOr9sp4o*y1S#|F?R`mB|_*qiN8h{OPs$ zV*3ky_=PEMv`!>J<7uwZX_Kjxt7!=$G~afb#pXc6OrQHO#gEt!cx$(sUQf5@H`l7C zYH2t7Pdz!qAjEevHfe~|Yl(+Co=H%+yQ3RwXZ!Pye*e`!j(+#?XF|f#*Y=-#3ls_( z_j8S}zWB{Y9}5*r>D8g)VbHl9bS8^+Lkpmk@Ep*ef=>1SenzV`Rx28l)<^JI`nnaR zf(g~Lpn6HCL8vO(Qm&Lz0R;ZNjK904SsoEJmbO`4!n2_AAgEA@Lxm)5{%k0TOP!ns zCBzavo6auBhsB<2p7lXiV{NfiGNF1W*?0NPRE~aH@@dsJM}oqmq;O3K1Yf*jKZ>}r zw9u+L8Lv~VxVvGXnz+m1U2Pjb)w`W7GmS^g0}>WyDU$6k?6cISopQpuOo@L#UD}T{ z*z`F0k;PtX*?7%fdc`TkbNSi zp$AS@wA69EQm2&mO~_RsB;RM7Xgx3wOob)|4^S1`0WF>A+`JAXWL>pr7*H@+;t!!`+zNWJFRGYPh|kaGWMI>sZfw{x$R~<-i#`(!M?dI z=Rn{V=f3l=MxTE2`>%z+EafSG>I>8i0`hH;fB*S!<%qQ*|=2 z148S)LThwI`_eXQXuz^=@O7FI4DBbS_VxTqo^xbb*ZW#wM}_L+QdRH8vb2LQmJduhjDt>|ayB~}fs?lt4@)@#2(3q%A2;qaH@aR{Bvi{xWVag=6N>jT#nL#- zd`!2R=RxUVrc^b}(qQcti%95E`ruQ8&*_-AoAp-prVQm~_&hZCBnldo+xP)(j^CWm z>Bt~A3N-$?h%r-ciqpFb0h zwyf8+X*)FZJM5O)C$sxmw7ahR?9KR_u&}r8?`JfgT+)xUp@>aX62>aSj-`VVhJ^&eiN`s+8M`s>%I z{ega*~_)#mMO>52Dewyv7kZ&4Nj%vCd*uTDG@;6BQCIaiI$NH zN43R8PJ_~2I-QnQiSbpZoVw(q3`_qleeUBV{q1njd7SH9&uDhGP_y(+6TMJNP-wne zXwr((japP{$*r$b4Or+t%5-TwzanbsKX!{ICKTV7irmLL&>>2Nv6fw$M|A}m>UT1A zIzgv*O6^u;8dSc!JIG96IMZ8?x)A}mcXo6y<)J(Y!ZHEjz6=R4LIA#$AG0EQ*dB_|AEJ=jf#e||M|O^{bw%; z0OS*XM5$>s-o08)uIS`04!F#TrqV1EsNf*?SCE^mXKf{Mc7 z-q*N7j&2EB&uNhzP5Ql<^>4l^1NqXS90$2a!KGARO(<%qi}YeF#VqSrm6(J<3XTjb zf~v)OLo(Jl$hp#%lG${@_ibJ-##b`O^et@_3Nk+o4&+%?`lnld%9j?-w%heqDq4mM zlqWl=5J!ekujw+sAwyJ%5OoD8c_UonDvE)=1!#r=-ZeYu_i$1z?RRN8m6T&8mZl{Q zVy+@{k1r>5EazSr)3+kaIS_CS3VOhU8|zDf@7thA6u{xC-OZeisIKPTzAZEsku-?8 zDw!U;#mB;szEyIB01Z1rlaCKw)f-tG>`*j_y~9bv`AT-^Ec>qWL=_OgQg4H>J35Y^ z&PSPltFxeG+ohlj5=2}PN_!km*%GMWAm>^F{QPw_b$+f*-Xp8 zkDk6|2Z<>f#9SFjkB66m5d!p&sr;Zd(wFlq*VOm_99_HXJ$NUeC~?0qwYCEe)!r(Dm+(Q)(V&A7g#!vmc8 zGY=F8bz7DKMMA}NabUNKXMW~(%Svw#jpqytD|z@zSt&Jbg?B)7n3>|1Ys_43G2R!q zWm?APBc-MYC~W*tiN2zdhSjLntg#Ja9Whp-5rFq)0CrS$(bf+xMx?JTYXpy3F2E4a zax%4tHa>(GhxtOTEgh1RH5bxZs`j@xdC!gHSjCW3t*{X0egxgheD2O@p?`?d($>@D z&ylzU3L0E%^8@bAY6)BOQcHjY1#ZLgJ5)K*e~LriY|R`klEI+Eog$~>{v&*48=fpQ zJP7x7!2jEX2PcLWUeAI49<+N{@$WBP_7I>MxW6^#%i`=jZ#_%kk7cz!AFMh7gaj;B<4kTai&i9k)c089Qs-;rm^UUe!*MG?Iii3tQJtR! z{$hT`XV%fNCld;dx<|^;L+A)dfrUDi)lz*qTNb*e8n7A{qzfPvsYVitbUSX#8D*V@ zf(JeAUwVF6&0p4bS`YEB!b1J2u$ERWOz57FVo9l~&aXN+CqnbRLi0sU)UflY!^tcf zkxT{hT3|CL%OtTAGYkqnAbbWhyE=dWbE}-N-SU z_VOtMLQ&-&x6F0K%a%sM)B(9CM?&?lWbC?EF6qXd(fE=pC0^D|dzDvm1m~;fipdQc zP~BG%K!|=+3DJDHS_q5l(+>M5(y(94Kc zTaA|UojW{6Bs0VM@{aUgBO?qym0_6g+y-BFOf;3h(}h|PZ5oNHrZ!q)S)vgNS@Pr6 ztBG(xd&!>xq4-$XeL1D|1$ym`WgxSjvmy>^vRz8+Gq_z!Hvm+c!|m#dH)eZT-GDs0%Vp<9$_UOD1$>nZ@t; zg}Hpo-F~Xui0x%ojf^nJ8Y*v3rtx$GK!eSJ}Qx?J~ckK{n6_*j^zc3^LCDM4J~z{-P+6#oFUMCqh%U0vGEs71y+_ za!kDv&V8~S*4_%NfDr;|wY#M7fOCqh&90NopYHw?|A%L=)@->a$6mgT5F zK#yH5BDuXB&45spqlDD(+EG7)iti;adf(EO3$w|A=0{a^**;2mOaWn1F|eK-b0MV#>!+$)YGi~#rg`eFZAP?|eKFmtMF;I^UNWI8d%f-*U#H2MrM=fHkWiJa zW}5D&qoa;C;@Vry9dLw1``zzkt{mfv5w#pos`j^!aaGX>MMpVMZE&2R9Ee=#cXkaoH=Qb2LU&tZ}g*%JTMJ zSx$s?vbD-@P!E{S2Jx#Igm8OnwZKAM)gh!#)9SQnKzUC$P@x%_;*qr>p`Sjt{oMDy>> zy#k98!uVgzVN@qe{PB$hk3!XszyD}krR z+(>(;edhj%07CSikED8M0f(sKrGGh5BG(!S*WVrq7nixAKTdOQ^TmjkJ&Gv&UndG& zRR|$G7MHXn?*?HMAv;xE3IT*j)^{}KHcA7QvcJ?`-)SneWexA%n$e1`r8-2Wy@nS^ zsLD1my`na~=FPYEHgU;?{@=({`keC0VMT+jyAd_4y4Mc=p*?*blR&6s-+7mPQd?!$ z-gmB%5e5}ASs2PycLQRk;6h)H(eSl{)47^YZ6BkFIH<|K5gjr{O|9BcTzlV0GNG$t znnp&b`tZ9IX_!Q>GaL}p6*9sg*H!LrX!P@h>naoPh#swYlgAIXuj6!jjt4!}hH&TO zjFyMpeniI%(dkBfb3HY!MKM31b=Ap7cx1}v4I0H7$M%#RaYxj22YjF!>y z#U9S~S)2?AMOjYyJnLrg7Ie3ZnzL#zr%EpLWu2YgqdG^ax7XR43T-(*O%rCc=7l;l zeuo3y&McC2`}}kTj1b5%7pgk-67cphmjLTjqS<(1-ykK1K}n{loAEqW1vDG1nnUd= zs^mgn)(gXT0s9^IoX!VP=TR6=xmIM)0QY|4jwns)xpYf8#lcMhcX*(n@<6KaU!t(E%p-Nk zI2LpsmpUVLriP`(d_; zk>Y4(OFKozjDo>}TV82dm|!?*(tVmz^Oc8ye8)X@lUN1ZaNMVYCl2^NpfqeDRN)`kS7lKz8s0a>-5>b91$p~LUU@DzM-Rbxb#;MD5yMg@svN( z=2+T@GO21Bw7lQqaXmWT8!YmdmW*5yf=aL`dvpSe6b)MMd++(0o-2aM=HPPtTz2{_ zjTz;`DigZC+}bT>GuhPcUv7B@xM$8D8q<F3pFv4aXI`k5hRPF$JAhk;+Q3iS99= z-*fW8ZH0j0)GrnMoCFPDu4hkl(&}HXD;SjC_SR@W8BX5SW-tO&-)iGGbin(!+CTx@ zr^)@dRLzPKw||=S3~*h3p6{u*?{@pS%r5t}TSj5YWMag`S@59dasWN0dqihrX^7=4 zuTmy}G@rev25H*(0R;Z7y+4}%{OgGvwXjrt;ZyIWjFaGeZrk~%Uw!=fCnAn5smFcl z(HRBkhwex?LVx!8XJ3E(^Hv?5|(PHl*nn2x(BJMj-?hVbs`EPPn`%Y45xJK z_RCh!@VAV$vKVuc>uOZ!o<-f_EIO-YrIG$xB z(6V%)>slEQYEN8``hq&obTs8`Oo#52_XSzTmuNr8%u#%V#XkiUqVFbA8mFUo_q07x zUx{Z)B~eDHN-AU@m9l%ey3#US@H$OGRs{J>+3}vnsAa=^h+u|<;QPtK^pvh*(TC+* zrW?BKEWi-|aku!WI4r<$Ky|{Y*wrEMbOhsZ`Yyb+U-_*WKV zm41fg+6)Q7EXDe#W$GD{Vsj=WA87Zgv}37bj{7xBI+;Un#tRyyEz0^K4$Y9T?tZe) zJyph8TFza@fd{FlPRdUJh8ooUB3Fc2%iF+77V4%JWxhQi}4vH(Rk5nu&j+^ zqq~Ao6+lpY(H}nLH)9w^Bv)gm5ibrAqXmheP~ z-OF9R+ppySk+n4I)*>LJe9aVI-P2VNqupw}p_yUXZ?-H4JLXYIhWOcj|B6pvpOgoY zT6&}Ov3I1P0RB#ZZ^t*H=&%gGC^92}y-UaA?de2vI!$wTJ>JM6FiZE$f9?aWP|&y) zG`I^Q!fqL2EBOusHp0(8(s^8RjI%BL5e1F=2>*<)Q7jf;SO(ZCRwP(mXR}sEcn#5U zFzDQYJy&$r&RPy!Sq3F5#sm@+ZbyYp!(>N|&m7R-23@8m%Op(&owmWe1MVxC4J?_r z0wxMVd=|))`Ih?JA`e)G*h+W+fe(MX4!yuz#@H%&9&L!Be}K^Que2dz*05x!LnF{& z2XdOTgDMeqYIs`?$Y9Ws7O{?O5?V&~x-9ZED5aQLuVlox#td@`dXbMC>5c>XJ;Xcz zN@tJA@LLuQRD2X!P(f)lon2ANlJU@18i51_#KCm77|Uj6o0mKXbksm}Qr>>Nnn)+L z)j$yi4b-4horv0MP=^5o5?JsU zO7<&S&LjldN_K|<8#(>juZb4;wtNT@6wu1NrZvSCC$+UQGZ=K>rR#OW(vmXOIth=C>2tn&G2hMg;ec)FGqIoo&o5?|(m!qK(_z4d zhj@}nb%feH6hPo3W*0K#Z81v_a8dj4O7z8A4Z^jxW+Dn2@O#l&X!EnyL(0LeIG49cJM&k}U*{`xJ=_pH3frA!Gr1h#M)K(%T7F5tKTd#bxpls>4 zwaX+AYAGG_TC7uy@U7{z2_``SrPM}_xVDv21OXSlQQgpM>y75EJd_{wTiH!%D?cI% zp@-k;K~a6Sl^-Bg6pH;c%?geL1(YD9thV8{jh1*0=rMlRvgl}xU!s5<<9E%+*RSP> zLu32`1&x^M529JxnCcHP>_|6T+6G8lkp;XhRzX6@ABPfkOVbY2ZrS?Ip%Ai6#Fb^L z0zwa|i0TNn__i$-c@F3pHF3XI`fP2ZCOHjCsPX6-t@;J}5riGG|?pSnLiI0)jIYH^dq0~=}~ z|0;JWRI7y=2k5s=8%*Dx3`V_nYe4yOTiXVB z*mA&88T-^?+wzFECR8jBg#)V~^4C*n)Vzy!w_4=yu)uY3{1w{)4-HJV6%4Sg2FWg@q6QWVEGUIZ zmv%V`6{?kj#sNCw_Q`;kjAScbEp7)A7!Wn6Ep&1qUoC1dK)|;es19W*8Wk2q!ryY*bvg`9E9p^g$ZFAN3Kh(#nQ!U76ronNnyFwy z?9=67D;QwknVixxZR7E2zj@qkZO}=R@x$azfjK5qPpH8m+k_X2im7A;J~^HQEmGIta2e4n6t^5wU>;ov1X&-O*?;3Z^m^ ztuz)Clxx0x6v4=jDx;0}-;eZDfS?lfv(Ja=d*N)_qV?0Ef>hK`m5(wwYO-kk1SSY? zl0nqPJ&n%WAvL(2_S0s!HyugC<|(RiVAV7#cyCxpUtcgn-L}g798INLg2DB-ETv24gBu zp<>1{SP7Qm4)7s{D^Ddg|A+4E47QTxwep_%5&}46P;;H}-ihxfoyU8NY%Xspb+tx4 zuYPPqgU*bLbbv383KWE{l3|0w%g&ezURZn{ zR;g+L3fAk^JR{mG@TQY$sq?xeUCbe=j|ooheD%|sGofc*FjGuvAi?Om2EGPGShRZA zprF98YIWkTHxC3y#)`asT^i7UfyK3k{KG4CdyQbq3zAZH^8mqijjqV13nLpe6*BJV z|L*-H2i_S6{RN2DE(r_P>*58)O{}t`&B)UtP>N}Lc8>Xqc;lz(Aehn2sRh1bF{j3a zp7&xt%9b@a-rGM7m)CQe`V49x9#Y&$NHOe9WhrOm8xb%Cs_!XaFkcm~O#89LbGr6& zwSfxGTPaR0mY=3Gr*F?9mKw_vH?r+b2JfWABY4lxZn-^Y}EV9AQ&Ai!OsjTIAzO8wouKOXsH)(IW4SVoqjcoc*nzDFfXzcUJVOv zWg9|bP5ZIFi?<;ja0zp)@sgOO&UZ)}?i=}nQMwtou|Mth+G6{ zLwmGlc!*CMjs|bTMc$k!T`H53zyk+A+B5K*ae2xL8R?<|gQjE%2p~sT7BpTt;@O@D z1S#s=a>_!$7s)`>5AfhSkU_vhhR`4AA?fTz6__z6 zt-aGWX`}a&I3*@HuY#q)dru*eKZ40v{jwNROCJ$@*X*<7?lH|nYV!*fGbU^-NI>XA zf^o$@%zp@`j0qe2vSdok6Qt`gsciHzc3%LZ zfY2SmTfvhYILpHT85@f5vY^pO(B{%fXMcY*I2m_FY(-(Yj14~C+lEA-fo0WuE^@Do z{eIr-A&r6q50#DO=O6ZH2bEAMrx|b%DJ}&GK61c_Z*S6+S=KW~v>r?mr-B8quO}wX zm#C+O1m7y{uB0y;8@<7}^Dn_M_?!k$zpix)pulk*9D{zJ)`DNEW0gS?+njDAK@}i^ zaSeOwi{s9q*q+#Z*lnhXoesV}DtS zK0aES>4#=-DhDssET@??8kp{wGJ4z{Hz|Y4%g#Yh@Ba#&BBw6Lg_VQ__ie-dq+d>* zF$Aro-$(*G-N;v`IOcsjzVKrYauNZI8a{CXcJ^eQLVgy6f(S^zH>PY zKmr3i!h9dJ9o0O-VS#1c6yd*4JEPOh{=pzrCMV{I-CMwc>z2<|+;Zd$CJPuPD0naX zym95qSkq1TxzbR!jl!1dr=ZXluqEK26Fhu}#vx&mRr7ElfdTb&r!$FdR;`{|C~%-; z@Izp)Y9-@=foFvZa7^Q!cH>caM_`^N`elSK9uyd^T81skOw>H=L_~QJS&GO<1Ruv1 z`q^ztEW5+HiLf?jXaxkRmcs+ry_4}FZSy{89O=z}V_GX|w)bepiMtO$o3VAwf=!Nl zU)m2zWC-vn9@CQ+do%>29qu$sdpy`{4&_ier`Liyz61r(5aIK*2*)bTzY<5-A!B+P zfZF;-Bq@cD4ngkXJvy7yYmoLd+0o<;_X25<#(QHr zR}pOS%?ZI$r4XZn__iRXYbA~bLt1XXf ze5vgUVynIQc`@w)RZJgf|2gc2X{K`j%jk3fC`2emhc)i;d$bJO=`@~b@89LWHwMRC z6NESX`RsL42S(E`44{CmNX0x5=WiW?FV42UmYUkfO**VFnyS?@A>7eB5H8IMQEO>Y zcc%MBav|UUdI$1(R1oS`TBtv5JrmOW@D8M54v3-ZSX|ol$mU}q$e-SgAjASuZl^8M zo(8vo{P+$eQ6vzgz+ZSfDYAYqD$oDqUdch4y&E*LX-b4vLcNyn~WU zP{LlHriG;AT5&D>_je$gC4xX-lnWHqz`b`Ulp=#*DmG9hJR0-q#O9>&gwL3oSjOMW zkP)a3Pc?*%28xj(fGR5a*fyVY7;UJPAK^tAvjb;HAfO?_Iv38k`L>}(>{=GVn=u^& z2&;LB2eK7BsdxlU#>^jH7Bm_O1XdgMb)p=rYUAU9>;?oPb$OsmJ~VEHmjPxt4q!Bf z&@My<^>6TweE|7AR93S+nqM0Qtx#rk%SBfvNRkI)saS*&tXS$mMU%p0QP>%~KcQfm zEDjt3sPIq-FzqJ_<#}EUbCxYEHt5;?M#C0en%kwZL4(61InR+Xxg;Ur4H0SqCFjmq zKBYzl<@-Me$Jf3&+nm7;Kt=%EHTpo4fo2QfUUSqs>IPe8GftEl5M{44Ao#AEpK0!b zrhquypl!OrhWU&c?*w6p2*xY)ENxfoG-#5}{3)tK#^MSPpkD|Fs*6AK7UX8T*BO2N zK#*i?tyS-81|J33E9!Snut7TlrITf(qzb?-4A9pEI-SK8(r0uJ1q6%)j`Nyh)Cz2q zu{k(IR~W!uRln*KA(3q|lEVey9uOF=1Pq~lG8R<}NjwWpXP*pD|EM!g{hwdHntj~d zZ#5o1+7M;&;Oy$ouPH~u`_SWp`C_XxX$sJcA_zeh27p(aqeIn6Hy*~5CmE}8_H`|G z00x%d+Q%M_4yQZ;^w>;if8Xg1pQ;VNVOx?h7hzEY@=^}Sbi=+4nYL97Da@NO#cyHK zLKsl6Ubc@vrIu|s%;=TTq*(yTXW_u~xqXleoc4}0S+Th@&evE#$y^8zNv_xzpC<=; z8NsDRkkk$jT)(zYzHFX6rWj__9r9XPvEsWK)e>$k*~=Ip&pltBT}q!@EJ(&k#ezkG z#L$r7LUS}~o;K8fg>Pr{Z2DD0=1>6rF(p%KJlxq8usO{fy{19U`v6>Lz~^+jWfz&N zg8(C=y=Djt9%6xL6+}PKykS=*qqQhtsFvREZrEaI^E^iZJAr*OYtGat?;QQbi8Ep zEWG_|4iV@KSbxIThoMBt1fG@-A0m8KD8jbVMtJJ0jGE7-*d3JG!b)K%Aj?(A@`%zy z(wf0!KsNyi0Wt=;2BS_p)7AUZ5CR#z*L+@8k%oidDvq3{2AUTVJ7_T9w9LFarPJQ& z95;tYlzgnJ)+|Gyaflpqt4kX??WDys7R=7Dc!&=E%g}v;?nsO8!^qfN58_y92MIQ7 z>Bp3m@o>~UemB}i=-{_i9ZxuC@TdQBf{IcgCLySbDSHJ*C zRv?KILAZKOIA@6CQrB=`u_gYL`kun({rO@|T7(VuOVIJ@l#-Ln`kXQ7hif0Gw`Gks zh!K;{W+cp+6O9{lcG5kE0R@?@w9mQ+1KQsiY@*LN9tF*Q;+Lgj4ij`2VZ~>Zg-vLd zv0Wcbv7;z7aM;#=d(<6J^6k@Dt&B_^AWNtvaY1Vv1Zs%XEg-f&3OyI^`(u2Fumc6k;Re74@l7S0*b7)MQ5SmS}l7U)abf|+h+7w*m_G?;CZv(r52ysIWB z!Untbs2y6?<$Gn`l}E++5WzMN=|ES@$S;aTRsB{G8>%IVo#@e%nlHY z6y|6pXv{$vvh@?V1*|{v3)b6c7-(Y*)$JC|!rIF0hY52uPU$8hfe#t( z#4@Doaz?h5@^;Dz;Rqmw?SOWh#=m1*=^A7qu6!aQn8P9-lA94BM=N21RN5(NBudF(X{Sj%FOoYQ z!w`-<00i4TC6WA*(v8#J=`mf^E7Z^Jy32SyXh@*DZhnbZy!Hx|&W(v;@(>lgI#{v1 zCnH*+3|jcyUbBD{kYN0HzrEjh)E39e|Lb?Z`m0~@|7H))_Huq-l_-FKd`W#lJ=^Oc zWu23=cNq(J64${1{)7ENFddYUOCnegRuBL@$H^z-Y2FM`$CEbQBSDwXXggRKAb%LA zwakz;Ms>LxF7N;Rpz-L>4`@HJS``g8^=B+wGJqC0LW0=qhUBrj-GCPu1DcH41x%6_tNV7g|1`hIuonf=-C zF)}Ky1(9q55{!53!!&*+?ZiVqZ^j`D3nh6Iz(wr5ezK9W@uKVk80^m4;%8s$>ed#J zV7$;en)Y8eHu%57hcZ@y^sCym9txm8ZXLH98^^L=%V>D{H4SRs2jC4(#n#y5Jth=T z(WVxf|D=nSWYx;(uoaAEC;$ZGosdzHCpNfbjKhjqeNZs3@#C#A9ju^#_%yaCoQwv_ zyl>SMSYWwjp4#kF!Z3A|smBdjIONOJjwpP(1ZWBGlm0v41t@sejlNesHEmQxpu zuc?3o7i{bQm>Aervuy$tyjKGqW3y(=LK%#dk{SN5 zwcHmL6qHnC-mkQ77S6R~OmF)TF{8l*A+_6%@WqH)mrna}w ziuQp=tcx1gf)-Lf>jt;yErU{lf|9C*GcOB7jYD`mC}Wz#M~STK!GiWv{{^)Tjc2aE z>-4F24tGvutf+@*kq8M2h;lD{`5}w4$#DW@CK9zaW63WBE0)AEWC#+PWch+H0|cSY z$N7Y^+)1-bN!9{uWGs7!Kxu1ObO>-eeD4vB9utn4u@W32B_;6SA;Qh@MT+BlkqI*P z&WAWj0W3J^BMWTUA`u?BEDLz>5Fzpc3YaI<#RPrkvb?~dmk5x$N_Key0KHIvbo;a{ z0USC6h@9~I=J@EHIiUpyedGbuWF3!x=msesm!-c$hX9fOw$1dz?qyX%3tmniw#7@O z_nYBJdrHt0TYp*f7984(z>9kUiY@tCSkeAGKYJ=Ps{sTy$Z6~>yCCyGcKO;s-lVSOiDR*(`eA`4nI9-;p$vuQi+eE8tIUr2bIay(3 zRKBdv$%8Kx;U%r=jmF(DMp>2!9y~;ds;9M+?-$Feo)#SRVj#xVlk$~`syXMFh#`_* zz_=j27W&N&U6Ly2=rR^!Ly$DBLI!cq`NI(HBwdeiTbTs0Vn0mk7xbfs| zr$rZ+$|;zvb~J)AN=4sW3dlhrP4rM=_hH61QL&iUdlr!9u@DNVj`LD~;_!;WBarBtVOVOOQb}>IM4;U467{)S!LpU7FpdfjS*3 zh|_50m7#-!JnowW0VH8Rau05(4~dgr84K|OD3(D$gZ&Hf(v!CnTF&dVi%pRg5P15; zVx&1B&s`x8onR7D`+l4?Rw$JuM28Gqt0uJG#)oBbU`5U3kSzTDRt59 zR9FR{%UB@Q=LxAw1j_SS2v8(YKmb|TXYs1C%#*iW%Glftb`9sOO*)`R2A(`~z~JWg zAKXSfUMq?x`|@fGphETt8vHbwYx$jYzGr65TU(5f*kOW^;xqL$->*Z94(e~wZ|4&# z2%k}4f{Uu^09P7nELtf=Z4XFtum+7W#mpx-i2Jn9}kp|fDkKFxT`Lae$5zpdHnriK>-=0SfW=Huwmm5WgC}0RsN2 zDTBSIbVuNJkS8i5!@YUkZ^SHA#Ieo$UxUh6kpocRSce`v>MFU|S~>elVt3l};lPD5 zZ|y}}Z>yDw0ZQQ0BIpvzobVYa#;0roGFq%EzXAe2e5%FS3PyW!drGzPwooxgdoT^B zfU9yCC~%;!YV93R1}-_(TCJ}F5*W}nwKx-&DClZ!lg0tMlb_K4{#$`xRep_>WC)Tv zEx=h9WALC%S)ex;GX;M%A$tvc+<%2&1hFi_w?eAC(+CrGNr zHx3Id&Q?>^%KI}MRc)n_z~E}glstPWHADdc-<1V_9W+!`%fdjVIfABY5e~1dl6nM< z)gl~TYvq-8)Ld0AZP8wN3{eHI%ph8_8dcjWV1+Eh(>=<17|z^PV{uquxlYTDV>*S# z(~84pyRl3E?hoYpX3i3-M$to?G$I%;w`p*u(l!$9({86H7sxZnd;rDhf1wdUwn9I3 zCUhve!GDP6IK!pw%V6=Kz`*LbubE1)WCRozAZAf;U~;-dEY)=p3|Fiu{B^t23r5iy zlR*|iD&z2=jk6p7_Vb{>EW24aFs)jdCO=2_C}o6U_Vqv|4F;C0be5=l-0bOf*Nw!A zM#kwWU}&ZkAm~={=ti%3JPbCOWHb(VT`&PFCP}DMnZ#g4B#*VeqWV-N0TxJZLSOU4 z6Plb?IVuHP#_TX~gxw-g&|b&mCY@EvEiw)r0wo|-my-c9rtH3YRd0 zF(I%(av8c%T9!WNIhMv|Ok%55C30vW`XJg#m$8;8a{(v>;9Y9d zq9<^6zDz<2=37n6Ma)fi?<>2DbL16 z^1NrsW)ll?zd6*G*77Z{_S;4Z8WLRd9^+H!`oyU)V@bnpUoK+yAi?+>`%;5c=JTzM zeg10ic-(b=2?|ULs2MQnH!eViZWh^Bn;)_}ANm7T*Bec-+~a z9=@FR!!vz3!(aoU8~Owu$W|@cptVb+!pb=@Ws=BXf#h01@|2RN1xw30(=H`c2C;}R zvG;dD!r+RBP{Ty2El6k(p`k6eCvR!|9UT3wT5iAsiPh@GbTXV$2I5ZZ^^(d>B3eR9 z9!~e2^SmkDRLwaP_+R0Z8C!ECh^hkeE8v3mOY<|&4D=_|Kl4^(y(_ez+?l+0c9@lf z^kpd}gJhp-m_wYrS5e>C9Yys=xFsP2h1$Ho>VAmk$x}!HQEK7Kk5%~DP79N9g=&bG z6ec2pIJd&r({f~NY7K#sayWDdu&&=bQaeu@-^UwJGsegQ!sC^oV7%);u5Yy*oi-k} z+tEErC83dY1x;kJA`$E_V1X=Ol*y7X#{bT(G4o1fxFFYONxAsWgoIH4zI35HB1lwE zN~ET!=t?BYOgW(2NGQTe$k$!Ee1)`-_V;Dds?49XSy`oC3eOrJy(?iOR>=C>Qd!l_ zN6~)L{dXp%OV&73_1-bDn<3v&tskr^n9FW6wxJRnd zv~7&G%FE6n4|(Jk?d%RWfGid$AcJISpW52odh!DwU`|%k<@;332l>+VlcG_&WsA0J z@~K>YS!*W(r{&krB38)yRnkXxsNv{!On;J)v%T~hnqq{Eze~#as!txMx9_(TBDR(; zVuBD7nmS9jWsfN=Z9L%!c}sr~<(qMoUF!-YuWsNg0S*DK%h%YwsN`i-UNRXW0}e1H z$Sp94uLZ;jrAwxzBrnaoQ3~jn zq54)hiv?1_AJp^HHs!)r^6+0ml9I^@X_~Yo0W#QcnlfSbeTu3SIY&K$JA06pB=fzLXWEnkytPPJ zXE868xL`J8G%6QL)~847Pdjumnfff)v%SP%d8Jc;4jGKE`cLUjEFne7M5=5h%B2wa zki(RMFGoUx?D|?Rfk6iM4ei(Foq{6B?zIZ3Jzy}Ki3#(HFpNK2Q?j^~X?Ot*b~7ts z*tcW1%bt}e)Y*W7(e%=k9VXzNLSD!a-5u>WzHg zDkAog!3`VhcM`PuHZGzypkO@L=}(UvPv}3wu7AjAO8G@?PYWSYpZ1zEY1sUz3IeDX zm8_fnNhEH@F=6$t6Bj5Eb|iEqY$3O{ag$QsENEi|0f{g1>QU=>NOzEo=pO-{vC{!> zE0f@Zfda)kf8XuX1U+qM?R7T!FTs~oQ?uEzGvY4z?VCu91M`pA53V}x!-uYyDh}eXza|JT6Tv5W#$3DTQ*fL*bWH6tnjj$n;ILA!GJb9dPIj{d{#z9_>C=Tk3h zA^`*R>--y+9S>yqq81bP`9W+(o9Lq`HvbC`7PPAz(-7b8HswB=Ol84k9Kuwu8zKn= zhTH0qRud#XX^FId%>a(@BIK|YA4R&L8`<50iF>c66j~N)SSb$&z@kQ{W zJrKY}kr3ri{CtiFSglf`q*!2;yMaX9hH1-$<&rT+5n!cck@%1zESqOPQggsI358fr z*$8;Z@L3@J*5KzZWwTGqk+I7ofJ+%8qJS(nyq9TvFiq@gF&3z!X1j3_FqqfH16u>? zcjUhLjQ&$VgnEw~1{939#N#G=h$?)cZFWDPUQKB$puw(dBz3NI;6WK$_XU*gbv)5G zsLFI7xdm?!o%ZDv5a)Ac4D;;9cbjKOlQFaG14h!M86XVB9@KXmVN^#IUyqy>dpMLx z0uL6nzxHW$p`BrdjBQRnW+X%*2}IIugRz9py-Mq+p6q@&mfKJoxJa55J_K2zl@T=< z+1z@#{f(#~83P8qtSIq8BZ1(u_$}yNG`E|RqlBR|I!cF?P&j~w0D*Ti`IA0v z5K2g}sCS3h5FxMu4Xg&!Q7h%)i`pQ7K0|;++S6qTV4xwuZC7&a1v^FhXN+4NQo;uW zFv!1juN*g9M|{cAY2y){-I;Xzo2gbcBRX-AffU6I5a)O9UH7m()8e&Je&3uipmMN< zBBfX$)~D`$Cl*VSs3;kmg&bO;G#)sF_`<#B385xPH&Z2*v4O`S77HQ?AWYICTZ8tr z*V&;)TlD$Mv4{s=DnvmGx*Q=qa0u~hXGB*lx~>)YYsPTHVHOrlL;-=maxaGh^=L~? zfl&X(!F2hogu^{UsDK87{j~#df>EN+_TXfUt*MC$m9eYE0T)V^=7DIp90DJpZ9HrK zoJyISv8}}c1)_wwpuXPKVNT-_pPPR;I-K&2!g6vpC+;vPnl%jx%FCdnd1t-3Rn*s< z@j!~rp+!VH-NQajIgjK_Y*iwM2BP;VcbCxNo3q_HST|(^z+I-Te~+e|Je)3Mh8|52~vj&+CbCioyo~y^jcKzMKuLxn)2IsU|fp{N@?70 zof-TRUC_85Drlu~zl9-u(glrcF+sWZmocrC{`1a@=c#rnW2#iWuUscWiaFFtyrBM7 z;{XykKIqXYEa8S3(Td#Aq7Z<$-Wwbq($ux;Xj1DN88ZifIHJy-(#Dvj7JSPc5P-pY z$@?*!dd=8=hqqO6-~;h66eup+?~}W!GQvjyNEV9*qE$QxC4D!}IP#Cz1r4x3VzqfT zIDE-hK*bsm6trq4>z0HD^RJ_qcogz-KpS^>kxCD=Za4Qx|Z%9tyR@X`W>ERg4J z^gb^srew*ON{z76viJ;;s{9>p8;~jWwkS)%st6%CCe)-$x$N9>A0XqEm0Q10a^Y! zssOumjThg0bj)D2;O2 z)8?-IQ@NEbV~B>Al^Xbk3L3bXHZhb$msqm&CAs9ek#sgd5 zgVnEq8KVvW1Pnj}(M3GBwe|R^&>~}c7Vk<91_Jy#9$|QJ`d;|4Bo^`Hf8v_LVHKV~}%0x|P)dKV9G$yeQ4ht->)6-78Mx7H+ z#2i2Z!wsXy%O>TLc{H6&2K_iSSWY_}Q$>)DQzaQ04O-N8^7Qbd=4jLn#*-P_`gHOU z2cuoN02}1B@GZ5wq0`=>Yy?BP%ua@c8GF4$ytEYh>H$Xrac+gL(+R4!$_*&0Tt?!M z5GW~!Lx%v@!uQnlhak_`)Ea^$$u%;F?}hLDGu=Mhq^m;J_+JQ+F&`CzB?XWS5aeq3 z?lT%V3;v8L+z=zluYf^&BYb6Bd$M3&RxJQF$fHt^jlQf>*T{v$FC%L&i&!IrII3u_ zF8U$ovMQQGhX8lN^48}-V#8;g=m?>b-sa;&h~I>7w(L1r&V8IZ5}PrN7J??lNi#vP zFGCFP@#K7C#!PGod6rm~2SWWiL@;Th^&z<}oike0*MH9lje-s;DOHjPVtr967FG4P zG8oKQ>j)9g7E05cEz)z^$2T5^dn%SLlB0o0#f7(X+Hd{06rN86v7-26NQn*_562`E zodY1>5dO5R_#+~LI8n2xp4=vxgdEFi79BbSxX|xRMy-bWub|8rW$0Ixulgu}zS!^U zEEvz92gx)th5&e1qx(RBU&A8|ADvyxm>$LZ5rsIqwn{mi_Icw2&%^dQ@|w(yfd*dJ zECH6&#r(j#bZCiEmVS;d=6%6p!9a5f!aP@xi}KFc0D!jziGc#e8XkJ75_c|16AK2K zih>>M^AkohXzuA*{#G+wBC2;+fX#+-}AP=#PW z`H0}V7W|q>CXz9-v>+)$0|~|pgE3t%M!CwvT+$iyJoKt&@F09#K4I~!`&y0<=fkxS zz`aDI$O`vDgF}$nF6dx22;4j;6DI5P=^^-pm$XI{?faI`fAX>w7 z+jPz#;>l=S@xJ5%7-+8HF-2pg@O8?l-vEiZEFuVR;8`X#$5^(*qRQB737Ck|#{}s* zp7wwAb@j&+Ruub0A-WSgI;OrQmU(?{`eE?n>c3ZFMYN>7Yk6c;Fn9wtC zYiNlChBfodtG@n2a%98{2@Zz^7Se;}>uIw&g(Tr6*Ey9_y=~MGKppRtZ^Ue)Lx46s){>?pL(kzZqm_#&{r zIvkF=ln!irMCs#BxB2g24m!ujG=?Th;W>>)g9F-eKy>O~VX>TQXk2#yFr$uce)%v0W$k=NH49%1R1l@H?{-xGZ_4MkF`6Nu2kq^wF7|J9lNN>5v zP2##FZ^rp*2NdvzxJl|a!$Gh24yYwAsBbu7pA-^j9L;htfzA>Yv^U-J|Dsxeq{0~q zgB(u48^D6tb1lkyn6~pGt|dT0>S?R>T)MUaEQqf;^MLYSIx-~47?nAYz{Wl%DBlk= zA!nTVm5nC@0PXVlsMCAXX*?RYAMfwb-*aE&ZUD685g2%`o5vpSb7a=1m5P`wW5}E! z3lYJ1(L5XTWK5VOcr*^sFN}|9g1DjnE1J!WE?>WD4CYV({o$CddXRzGw`Y%ogRoL# z0P@=ScrtA38;|*v;7*+HFCzfgAX@Gu9_X&``^6w)po<ozhG9t-0|keH1!z-kmQDVl_g2IM#hF20h5*>aFj2_D>&u$ve*t8i>CrImZE?Jwzwr; zr<)aCQ!}>JeY@Egj+U|gQvk(s2xze16EB%Zb~m;Y<&lxdSb!Bu;NVN8c=h<5O5xxk z#pgnNeR8$LGhUtDbqT=O9!UyFb6vdbZ02`2IU@?cO2#5MT=3qJyhn62xSjOKjGSWv zDnTy6A%SeCY;IX6s&9hD+o=S>8Im~Hc}J2s0!Sjg!Ts(Fu(&rkT=2@Wc-8N|MRS&D zAr>!-1OX(GEfqhgt4~6X#apTf9#UKx|J3VFI$sxUbjz4c0)nm&F&wBa;lYjRC_Fcp z6E+!SNu!}aaRC%B2lF4!NZ~UMz^{(Sv?qyXl_rlnO_s0`C-#q_p4*>vejnMcMNcv{7oUyEaUsu);3oNUKCAnmsQ=eiI3k8l9 z;-DMEIky}ABfKVOEURCJ8Xgev?~JGWv^2-ZX3TED30*UrI5vZLJ$VX)JJDwj59STC=ca%n3pOENLtpm{u**&MBSllv6}G{dbzjfPv*| zz_QEs6Rw{#gIY$V5y7`QX^zx7`fhWij^6wIVn!k1b!9w!09J}5+N7}niNXTO+N9H? zZOc6Qv#b6RR?Bb%_r6vpgagrC${jjsjHg51M#I<6bX&Xh&C4lG9Ljb)qe>|(!&ia| z?wf*pqt|Jg?CnC?3>PWj^%22&TX52T(D92tEn!yKnpVInF~M6CyifXXx+A(FostRt z&>Vd?Z3b!8GLAVFu&0nA!!;qp)8^}V!(o%8t>p>cEKlyi<*t!e?QLxirYjxIjaoYO89QOR@6mmE!Wlr%V2SU zettqLWwhJ2u`3VSXUt9DO%3i~0KJX}CSA_L)$0v{xu=Y+FFu6e@i9So&3{^F(0DYE zr}T2dYNH7=#FQ#82csrQH;y{3*L-+c_`#y24i%(VeNAbSV1E!Qnz4t<$A}cQpr90` z$&;;NwwOgr6PQUt3iBhgE=mYY5Z?3+LO<%=RiR;X`r|SW62PFolcY{$%z1wHa;Xm$ z6{}?rlIV!irH6J$9od#G!Pp8jsqvGyJb#e3_o5ny*bqQ87EB)>Ra~^*I#iI}@(ZU} z=bYh7nU6_ikgo}HN^mY3sf-Q8{`-+<@tm=36fgUaejnA`oanMlKaB{zL`iP;httW6 zeot<)T(l$|DoC&U8a`|8cY3k^Dn9;h!#r^ zc?x&GDF?Olv^gn7eOwT`=$78t8Fu@jb?1q0Q>4HIp{s>VI60kv9nRLQB%MM8nQ$KV z<|s?-q9tiTLFw9467R=u`>-QNyz{iDDFqEA=&nshl(vd0#+%NldDx-JZ%U#eR~vGs zW)+C88A&|QUC?wiDIT1&$k>XbU-d{d3ZSp6-}jrX*9{e6?M$hC2~w8klopGoP#jYX znjoc9!>!lLCKaF{z3VhpCSdWNylr*j4Qv@(BpgI7*{^(Z4Xkf6IP=%VpJPKaE}rVv4P)hFBOH;3b+fvo(w z{##^H3kphI{mtWi?wtl8U3q_WPRLlMqeBJhEukk!A9oMr3Ami0dKR%l2DvEFU4CDL ztBaPXMg*BKulkAWsvum{ybcwlA5Nx}LQRm&eac%y0C9!x4xZ44A-d#qJJ=7EvE|FW ztn0S`0{)uA-&GF?;d8d4XxMO}}l*R%22b|zvpk`FJ;Lxao0N{0VV*uSiOFIH6>VA95HwOrc98cog2F!3p{kata zf^f|cs$~2TRmQ$i{l2b#n#w_et69iGB{{-gegO`@gNGiJkSI1*H4X~}Jy5Tsb*O6f zTEPGtb-@f6M4MEtE&vG(XkE?skw;Z)U41k#p>; z^{xRR_;_f@9kKa&hr5h^g(fq!L^uP8V_uU3wA4HY)Hg_3I^CK<^ldPh%j^Jgkx7QK)|=M)4ZE7P_>w5 zmtla7)|kJfqlyB)T5Aj>FrYR5q1mIPWl=~|tu^+*z;kQb?^2IKhZk`gdY3+IP?9pC zRK{K!3#6ic`zeA2^JV);k}+e(-U3KQ3kRlk`yl_6NLQZ`RauCbE67+c+4LR=VavtX z3?Ov7Vg+N}cBb8lEVzu;z#_z|X*_V?N>j(3tg@ z(xo)Enup!i7X2kkGGkHM>Z)L*!T~aZX9LP=<`$a1tpYg8+veZcRr$ zPIjQLprYwM+EtaPav2+Q1dygLga-Sk;w7Iw4ix=#`4i20ooB5bfZc4w>{n6PDzn*Z*_(gAp;}{ZNb?cQ&KF)7Ct&8K#LAr z6qq5WN70QLfKr9wfrB6I8D4wZ?6*!|(UEpaO%<#eX5_cbD2jjpa)c$pC*j^*N%-iH z;LAYx?{{~%OIwqFTS|pZ(mdN!UN7>7HpFE)6zr=Ss>AG6B3zaN0lBi zRc8OOG^tWdknGnf$x2(?KQB+NhzC-Ao{&lzDqVm%k@VU1oP8=FfjnV7<403vwwxBv zM~4Jq>(9?@Q>wTVN=&nLD5p-A)B1-Dkff0)8&8rSyOSg1aD1_>JayY%n(ve`LejrI zTT*p{6~`80K-zp)Vmdm=m};wDcG}$$?Q%(Z*z(${kOdOmNmy+sB}#szj&3s5yRw^E zc*qd;uP;=;N(c4HDnaADoc=W+fE;1#NX^gN)6(v3Ijv)w2U7heC?WN99J=}op8viS zk1imBT%qTv$KRdj2zbbFJ+RG7J<<`?JAZ^%=D0uxGsf3=CmjxEo2Fq1O$-7wr6ytQ{VYLYP{sXIe1hfbJ6+-;t*jGkDH09io*b@ffB|E57H7avW#y)gM)#?p>@ zT}d4Rf#Jr9$#2(aaRS9Xd=!->W11B2>8;ZCQveFqTPL07>rv;R@gx09TWEN-pOVpr z#{$1UyTt;KQW76xR1jbBAE87DM+3Rym$6g=gox3=foc^GvNYl9dB)BxydLrRYv_0I z6qBemsRC1GoG}JeL>S^i!!^8dz}K*cm#}B7tKogYXu&{p0gsWx2)E4GCV*E31LFYv zvy<^5g%k&kBR%V-uYcV5ZZp+tW;EOuZgSlF(taqwh7fm?52hr@IJ;@F3MBwA=0?fld?d@KpVKa))|jDlLTVb z@Ou14;?9z zmzAax2>7e!>sS3@%#g8XEWu!*!13wZ<6eU=PaaNtJ^uIci!GJ6lunIwnsPcI<2I}i zO>0+90a0#*FK?4bbTnR6tc-R&gh|Q(>_YOLhktrNws@?^{eIjBr|Gz&y2C^oiXYE1Gjip}SOSf4qyd<*?) z>sht&rGv|~l4F8MUpkCXBx-UJV*TgYqZ6&g$R<>WQ{8)J zd+ejxR>1!1GA3+7tfV~z0mQHtp@QMSWZWS4rih2O$MY(*XmaKdL_-NN3J4&G>a*B8 z{O8=6Fh3B_*d_ymoFRw9hZw3;U@-`Rud$?D(GRJ^>+Vk{o$)5c%EBT)xbwg9MH27rTK#SXG;s4~A)UM$>pjuy6D z0tXKnuCngKR-@J9i#r=Yd|J)rO&{SMw`}EJd?O%jx^qS5t4Nw2r;#(|_^%C3v`Q@wG^(JQ&>JA#a&GG97byj;5`a>R+%vfMB zD0O~W%Tj;~Bi|Cgx2B^J#UzSbxK75}!Wq;88tj+%=`?6_G-{qU4n~9HqmI0sC1bsD zJZaPMK4c7w;lQ-QKaGFyW_zDUC0m|P0fh-ER+(#eo6p?{Z{-CZNcM3P+@_L zAlCvFa03?13BB10<4N;a=3H8W-VPY->sDN4oXMcwl$TCqoX4{e35_)%*rb(JVYetx zc$m6qF)IsLFn?x+w105rO?z0zNY0|fIxBt&4k_;0*X$qsAY8(q49RG`EJle8fQAGG zc5sg2%djLnIB-aD&5CaSplwZ}re$Oow(l0`&yZleZ6CIOPzFIt;~WepGrB7aP(W*O z!F|KNVgHEhS;nfPeY=2I*0nF}f82z~uv;$8;o$llGl9cy#cz+vnNaVRLe{ zcNE_CkTEOiaFw?1;~6v%>~B(U@LkYGFxu?Y-aA%FSw#_K?A3M1g`yP@LAa#V!gt2Q zj?6p09IGX1AlTnI-JG4hH@cL-x!2|Dz1QLsaI(5&?A&+wIkt=GAn4}~NNwnN*8KTY z=P+m-P{P?kaLqwRtLXp($%^nH%4gj^7uBSpE~cg=&ZdgfO`z)hxp1$HsWHH5G0wn- z5SQp;O;ykL)L=w#W(=C;ASA#7$34o+Fq#Yov`W?DY@?cwzl@Ui<)~@Fw4(N73L7Ha z9PIyvO})3L2Dy857YOkm@9hbNOG0qka7an6C_&hLa^fb{|4vUgr-i^Vb(gY@?2V`U zT7)H1hrpm-8&bQ)O)S^MM(afGoXyzoiT9PI@xg+D=Cb(Zh=!TMsu@!}0El@M8i=k= znju@rH&war zX4!aJixle15F?{ukbPMS5X!HrzLEmh6jMgC8Z(VOFtB)$Xmh{S*wj6`30B5xk$i75 z*yFK*u=yg9=$S+iZiR-yp3MG8bMC>9gt7&FiOlrJVSAsZkks{dJSF{Cp9@tpvhfmt z?x-D7{c}5S@F7K|!ObEWdv;Tp8VKh3pgB5}4w!NDAqmSkK>cu^*7ao;ri#*PAdB1T z(TumSY(-oR1l&(d(Md~Wgq0~vSS+BQYYqDCE}udYl4sPvG(5n7Ptwyivwo0Cyt4EL z3+NxyfIJF+GpbHXc0l>q!(K4cTOC_L0sDhC9Z(boujttd2dE#>%0!rSH6xc`$`}R- z$R8YadUB$@qPz+Rs2_C?`-72ecPq+kkbwLN4WejZ6a-rpz0P6*{e!02Hv#QL^9eIO^9b z_V*49_#e^*C|$W8TrmpLK)`)(Doe0peI^tjesprg_e(Cr-wYCvKRh|2X)Xa=(FPjG z;7(^WUTFWZb=)54t5rFczfrH#OmORU{fMsdsPEIZ^>%%D+LCIOj9#Z>%HMyVFnhFm zpksVXP=E|IKdRTGu%JZGQYH}>oU7MW0{I{&E$O~Xv4I7-->d&mQ8wQecZp@V){)+; zKN5IYD;_UfCXavi-9_sw&%GJVbf-S5?G;MSQ>h zLPC~wOQi-JIL!CzFPEaX-6l4Buf8J?=Pi@3t-kNoe-KDjE%?Sm{BbFWZd1W~^*;&3 zdA0q6C)>V2s;ce2hbY(hsv@>LL^*F*6|wCh$^>0i5sy5??o#a7^$_L3;;J$pdx$?R zMaG{zMA;`+mC;Qky;q+uMaHQo;~RlEZ(aGuLy{XVt7`k!B7RC!M?;#Krghauy>8cr zY2v8P3wc8BKNa_Yw2(HUd^h(!G&N`K1s#?r!Gb<~#e2Uln}v+oa_{A0a@R}eWk~1~S}9l9Ari!zixXw6IWj3}{qVy?3KUxQvxr@AYzO z1rFBB*m6>@w>xz6YESl48D<7RKx)3Ws32VX%XrXl@KzFP$fFTl#@2lGen7_G)fuzy z0*z}v5oI2p)T2Fq8M~Ov*&Hm?yXdjX&}oUPc{c3!BVWnbRZy-K`=`N$T9=(#bdhaD zS+eT}UGCYG00!svVYl_V*U`I<>h)&7KcF>Z+1F?2>Z1g1*n1q z32mG2NKfZXlJDJnkmQpCqvhGtd5`3KSKjLUM)Jv7+2!fy{AF!Sn+&NHn9_k@HNh!7 zCgaXO^?uOq@OK^}8a%Wg!@IcUcr8{fq_T(|8wWa%%?;V#Z}9CDUsaSm7JD|}R@ zJ4prR89RW@%VCvKkX~HAYDxOjayQkR2es^=p2AAd|Rq2Zl2MVOsWlAR2k>Z=U_594qKGKjW8{N+>Nj( zf%9QYu-x)?&T9$eOwOVjIJdO~a#~?g0_U-oK+c9QO5nWJ63AwEQ3B_tYm>q2PM;Ea zQ?uK78}1s*h%oK@Vasc9y#?7-`)p$FWf@eia$Im!vU6VsjqBb$8d=SkLF2SpQTywu zgj#f8wQLwmHU?nsL%$pr51&V%;0m$bnxmk0k>&?Q^P3Y$GGMrgLV=Rh1`=c!K^9Hr zET)c|+_wx>=J-ksCiZGvff{-TCeNx0tL2Piimm2>!fw|B!o(@kj8SNbdWO^Bg7z|K zdEjv{?FTz-7ArFs$F72gvM%t>9AV4FNZgEp)ulhEQ^-UUvw|k)FjjGqIZT-D5_C#% zEvAy|<*ePtQ#$7moIhQR#PxJm5ejRTTQ-Nb4YJLgGMXrt#nf=)7+YnT;x!+Xm7&36 zRn`NA1K7f$CU6{{G|1^CioFepp!&r4+J>;)lACUjyc8tMt~OxV6)a0H9MH%)hQ)l% zb*Vs?3)zdIyB-ec%WNiHRRp@6wOCAc*U|%BP7p7K?wWX@%g%T)bl2JfUA7yGp}S@l z=(1N@4BfSUcW{w9g(_nel~GJdN2lq$h#W*_Bo_iy81mtJOHp?NzAvL6iC-N7@K&V# zlYmQ=!&&)vDLE#CVO_1W{ddT6Mww949!;+<)fR35cr{@QIpAL^v2%tLv8+@}C3dBs zB9`@Ssl=|RQ^ayyzf@vZ#+OmXRNW~3041Uj{c1)SVgZ6-B)+G8Xb3~r@Ewm=`GUEn zbGa^d-Qzl-?IQ=xU4hER1=cQfiLK9y}6kc zOBBs!EK1_dF@xQBkSg(dboON31nNnD1mb>OCTfuMG0JiTLS61ixRk^wgfUZT9m*Q z@){K~Pls}IQfW&B-j7=oh6O09q0OpYc}v6@e9@K&JYQ`~1l}&tPHu_7!}WTVEfILT zfJ$tMIFEUSJ6+FqQ)hS<~DCwxql z#X$U4i9!LI+7DOPXt3;gvrRXgXe~*pkYdn# zeHjG6pU|%4Dc^M@1pmWaR7JwJT=|5Xg#^)>|a88jZ#-Afc}J2wM8k?=BxP@0-)-Oh%xOA zech?){GX!8O6Gf0Qu8Gc3af6gK=WbT*3Q?E%hvUh`dE9@9CagiC`o>h5Lp4$EfD0T zgjt;t-4`MUQuEo`LICsMM>GEps_x$GKn2d zsh<#zGGD*ufk1Xjfi|Kca(KbQe3jc_0QQRgs>b^T=1H-Zw2G0Df)xV>qK{jNk@q)q zb<02iwEF!>Q8>HhauzYl{Kc3+*Xog`q2SLg4wj10My@A9R`ratdI+ zZcDumu=Aa_YThtx@#ZT!4+Ow#6i9aZyx*Xf*dtVuPAO6QEEJ!0pHg~OkbH7LYj;uE z&DUC62!LMT&NtO3&R2A5$|L9v*VLCqeeQflu~1=``w^%252E)u2V@!m2DwDn9}Gsd zcK1y;+CMU1_oaYnank^S;1k=Z`YW$<7Gu~huLHDJFe008%m*|a!{iDB`L7%{NBcBl z@~)~9ePl^`uY|W7Fd8=D-YZLV&W>3G{(OyFgCi`Vka&|YR0fut4pVzi7 zAiLto?C8j+n$uX8%7TGtO%Zil>HdGd%4VSA-v9l>Al+I?(vXy;=xxY*gMQy{_G&8O zC7F!|r8QcM%U(Z9!7D^M%S>1rv91t7dC8?Mt5MoA;Z*b0YzM^o&#X?L@b^)qK3~nY z5Rm$VZaYZPJzoc?UI*B@?(y+-(Xpk&0PF>QrACc!1rTPPuM^QIyg|mTWPGB(3|jd4 zY-%AOFPVXNqK47Rd@YN^0PF>1Z|%O3Gskn9fgPBp?-)fwE3cMGVJbiy6hL3~DokyB zG@V5Gg6C@wJ-E7s1KB5b(#CHE=PXV(56>e>&@j-i0P4@~T%`OF>Bh7q(OaTbBAB=# zU88SL=qk9Houl;4F<)zKpz0P1X8EW`hwR(((EEI$kpTeU2fh8%MW&F{>kcfu7-GJ5 zO{_p&;ZGEh@V0;>9f*r|XufWi!OR{5fI;ey__l_iF`Cn+8UTPFAJe*d*bvP(paudU z*XWvsrfQ36el7}*=W{NGQVlXq(kUpAoa0~O>8|;jP=^87kLatTfo$UDv#$XF;0^t` zM%zUOJ(_r-5gOIIpae_ysU&K&Mx@gWK&)#-P=1sc0?w&}9Qa+(fVJqJu=yH)jZ#-A zkoEoJkzB!_FQVhO0rhbzvY6A8O>6?l3+ndUn!5g0)aUsWS15Ij0_b!6<#lnnEAP8z1JVF13`@0`#~ z!zs-R#1(wLc_@n%tQ&rmn1r9NiUe~FAHza^KRTcD0Rd(>H*Ai`M=013ML3^_I1Iq5 zySLQJY&+FF&*vc=Dw{;iLHm53f2z>}YH&VjzNs#SuR)~z>boV$udu@YW!1@Fi*A*i z&k3Cpb%g{?)MaahYeMt&lZu0 zpgb}34UNQY{ODJq`KFB=S{#k8Qep-@6UJOanE-Om0(D4rMuLIXeF{|P1+?*KfCj1y zdKskl_22#7--+g7zMe^=)D;S#Kha-yum--CuRfNd%&3#y) zx&i{hs=aTK!tn6W^nAr@kthadB#+{7+G~!IJ?p#_3MuMWKN)v^n)0QQ!a(!c-a=Tp z`EV_DrhFGdv_F47xiu0W_0dS6_;B3o213ub@T}hl+$D|?yHrn2Fzwf&`Mkvd)eR5` z&hdS4ooIj0e0{6K0PHHQk4$OblPv;Y@Hs85km?o*6f0`a5V^>p9gf;cF8WA}A{eJ` zaR7f#!SiZ|@WA;Dqo5TAV6W1;5v|GBf0_P>Mg_$X>k; zu=D(>7GF^^UmU|Ab$Q|2IR#AjSj#PDb6T2l6$a$JLI+6rpfFV)3V!*b3%P?}zL^LM zR<~dvTE}jV<*fJsEw$pa{-!&cQ2#;UB>gq$NA-5TD8ZnS^E)(XwF)Y8DYd8t^VML` z00|T;KX+&j;DD9@q9X+J)nLM@4-RMrK;anp>5SU8_8;j!Xi6Z;TVg+Y@HGwIq!X0H zfPB5nmTkU|1oc>{a}WNYr$=N#m5fPaQUJ`pc-}ereQlE_BPkI}`}fLxFDbbz zeW-1zsU2g;Zz~$|+cOP$fj2L203tSkv#F<(=GP{qrjK7+F>A%dbKg1UG7wVe#aqU_2l-e(1 zx`TIkUZYDeQ<~zSc8FF%W&8H8#kc$R8K*NN&QZZ;qMgV3mCxMQo|15`ire!5e=(rmwJ z(h#ss$?W&1hlgR9UlN6Ar|(iSMPs@cX?E+O`Lgy{!BaPDDmwet70Qr92c3Co+RP-$ z+Fi1L-PAbqK4slk2b~glvrivd68LqE)XsG-g$;+C^qN*=z38Er;@eeu=Ry>FAJVS;r<9 znnJ1@B!qnLQzaIXO#j5shgpL9eqno*Yjs6ToJlJv5o{X|Y)0bM#%aV_!wSLTznf<9QaO~_+7lp}E}u<$iM8syZFSTQgwh#H!i=O^9?b0g z6NgDO7n!EpZ}q0M*;jZ;NywQbu^_XRO^ruUb5FbYIn6@078E7Zw*?f8FuO=$?1&;s z75lTTE-<`a6OlTc*+o;R?3X_O+>A-$F7;|;0#yzb~wW@`bX^L%lTDNPB|@lT4Mgb*c(&5i~q zlfnJoK=sImz7TWvrHvznHkOeriPaijF z1IC6)QbBgsHnBuRd$oyAb*~@si=(8chXlO4s@n_beZ1M#hoA|%s|&Q+L$lwMA}>(< zOb??M!RQcXzuDGUb`?oC82j9Ba0f!eB?`gW5iS#e>aS@*p7vYOEVFQclBq)N0C-&s z;ooR_#r{MCG|F`m?()d6s727R6C`zbh$udwC#C0>7!KtXp;Lgg`lxd{pc*qi9XIIr zH*BK!g6o(|oY6KS>XJKZl-nYVAc8Bq6xN+|X))Nw49xKn1rwbh8D~kb<#-aoibk4U zWhM4=&6*xZLs1}zM9U`Xrj13$RQ?=!sVyLw{GJj9WY<&g`g^CBi%@7ZSsZ%O^lQCi{6ZaU()Qs^_<;Sp}>uq8*s zofK{A0BAa}gT|Q^ieYE>9(pIosl(968n^U;bXESV$`q3T2 z-djt}vWa+<+QkOJII#}SygJMb3RS2Bf4Mk~&p0ypd(ne_&6z7^!m?ptFJ30@G zgbS3^X0#S~-(&XCW|pA##1K$xNX-_N5RUNMGaGi}u2lY2@wAR}fq3+I76r{dd5_er z6t;RQ1AST`s$OB0g6=F+P!P<1mlo4HsaZ8v(q2*0b_ew)4x~#7OX59IpoB1Kj$eC) zDlup0A36dmP@VjMp0NjG>vW$SZFD>8@R>R}8;~(g2Q}KAH&TWo{MlzTN};tGS_P!# zK&?JaXxqo7b<|8#e79}MoN{QLNH7m_c3zF-dF`RYeZNl2K*pg4il$xLlr}KT%ly39 zb3$g)k1os`42IG$5_@)cN1L95LGx3MY4_C<2nlt;GqI@i84-f_YAD1T>T4eJZGHpZ zWvv4t^EjKr`lr%@&I=9XVbhGO4nbaE2M>65 zW@$JnsL8+Wi9xGWJ++{yR#c={dXpyp$YdUA>`aR+7Y{j{j?q0HIj2sPBMmV}h0w1{ zT0qV|eyS4rD0OeZ`g)O}zR!oo!eLQHnt#AVH8I4UU3)q0_t_gC87k`fbLtMwx-h^T;N`e+m>6HXKXL1Ixvrj3$X-!8w ze{`w_#9NZrZIY%N^y zLE)>+#9i)R&=F?9$5uS1?)+_4{YJgswHkt4ac>nI5+$!>nl0zi=* z9>eUalc*-j{WjdilT5clmF03sg_40`cHNVUr!03>1E@UmUP?0FcEGFuQn-?#K z!`P^L(i+w~ts@GrdtHiXcn4rqo8~Z0sx}o-%RVlio| zi=%Kn<2NzO5;LIi#MHmUVqQi`+JYCwIY-}{b}a`xJ1>36HVXEUu~%h%>nz+TBpGNH z#`?4h1w_N32jk?W)3)?7s42|!r$w8sLYCR;tH;~5C+uk(%G0=Gj)gM?|Bi(VSv=u( zlykFiwn?S!6m*Jv>^1trW+n3iQLANkBL!hhf?#&fYqPL-iPk=T)Ux>U?U}iqJstt> z5knB_&LN)~*uoY}7 zHhp{fBBxsDLV+#W?Aw=}LlT$vxabWN{n}Vb&HMRyzD7;{@(g9%I{vmmC)dYQ!E|H~ z_@8qqWaA{+4+cs(HkywlHVhXqc(Tr+hnB)4<_PUlgH=dkkPDd)>7ZXwf94pi#KYsTcf#t< z{zv^aZT^wQn4|g>yDq(F*J0MT`Ti+tX6}+dbaI818PLW0Z78W6l(H zP|W^jr$d_=6=BV6@*b<8U}y8Y&F8zi%5HwQ`{d;o2ReH3t2?j)a}YrhSt_UM9IHCT zj>-6L4awF{%oz(g!gcaF)(*-AU|`e=%u{;Ibmi0Df$V$dn5R6WxK8-QYMtO`zx$E@ ztTk2AXIjHSc2!ke6tlK#3Q7f}*0Jm&<{sywZ>ypb?bmjG`xP6>qMIBD>Zrf1{^qYhS>>DmE*$Xl|iE(S-0;I$kQZ}x?1yy#1;GIPcU+6Mjo?(Vjk zw_tycWqGhM&5OTJ@=?H3HJ*SiJV>Py0QS3dn4I;QytfctQqPBRmPo4pq zRQ-_2TmKZ#vd{aiwibVru(F zVsF0{#Xdx)zWNYfQvxZ=Mq*sEVvOtkadPK%M)UvnxYrmr-_ijkPAZ1FV~i|-XSaFZ zl9gusd`F*TJm3UIB+nI39&F+E8?}tpn=^y~s@_56B$0BgHm6iB&34iv8Lh~8+HX#c zAp)e?>cdxis-H1C({(d4t)GmjvLy*iHshh$l7te9&Ii5PQ(xhj3{#$KP7n2FL*f5b zPkLA|I_WVz1Ot5j*#aMCcI`PeR%1SNB;bkfL$y&z5LIj}Idr3b zM(qpoGyT$+E4=GuGD!7wC5tF3F*h%fQ|m$5zWFb0Ly0z9e?;g!!$tElewTNZqY)fs zO!{layiMvzV-lCe7f$I-ADRj61p;Dazs1UDCF|?*AwL>{bbVoC0!Uini|Q`u+`8b zP*eJf(E`pc84arnKiy;)v2hl)D(*a&S`b-ySsU6TU*zB_5RLd%wfOI{lpQIcn z!onF9mr@w0qa!{c!_2-lL^~!=jyW9k|Nno#)cDes@$c0?&C#fN`g__3csv-LstX95 zM_qG^Y9i23(wPA?LAIZBx8h2PGOhQwTmKW)Xqt06ujY-auW(=jQ-?chAoY{w}!Q?ta4$R3Ks)p(M zZBPg##Ca=pP=}`WsClEaBvOZ*4mEHcA8PjHqweH{7^!vys-g-Gp@Ik5VJ zJ%e*ab919&+by5DqN}d6MrrD_uMYH5Hpmz^ zq>4QaJiEn~pvJ@Q^Q7of_e^Y$%SNbaua^=fW6NPu6c3IjNm&5;#-la<$6d@a{ZHV{ zF76V%?|)RqxyGrEO_X~{$Wi8X8i?u_3Y-a5l>V`))qz$&-KfOwi4#8o(Cnt6)J;!#=0`kDCxJx0De3kL71jzc5=CiR zS@#twx~3WF=z|%@2*#3$GjRx+oMrHuyx9z;Bh1m=3Twj zq^uV{w?m_Tl6g7s+hBZtl4+?;)nBW_gtAS|82IBRu8@_#SDiCRpPDPd6e+bEL`wNc z)U<&p-I8ji+YRz2e$CU;;%GNAI`V`BE4ao3e>LJq`{EaCiHfF~!rO)r9|1;orLSra zc}l_WDbL}OS839WWBBAhj*C?#JKi;!=9r7Wq9Lj7FyK8(%W<9OR%oi78X95L4EG5F zW#SQNvwK4taZmVuK2E&Pa*S(F9UB>Xg*6`AlkdKjODYfCH^py{bbhM&xV7fLRB3u+ zbS~zLiXElmla~axu82L8j{!1U(X=mg4mf7Hpx&TL)b7YeFe8r*y`sz2$C%yIC3|1@ zLNBq3Q=?PXl+u(rue4|hfo@^p4dR1?$w@N^KuTQrp!ric8Jqx{HGZV&NZmPg$F$F3 z)c$`cQ3mBQq>X!&GNDiBp?b7QvQO<7?X>@&EY$n0|M5SBi;-%R;rNgD@ADO&4c)#s z2BX9KU*ESyOgSXf3?aXZ*_`)V&3yq>l3@ct$77oA-#1wF`s~8S!$*GQyV+{ean6Iu zuyi{6`Pm|;rn3vNXE!#O_UZ0+Vp{tOZ~wCgw(HdP%S=lp-8v}1?@ zFKL`?FCKZZK%0HGp+6%br|oQN2cyApZG$EFkR_0faY)9T1lsB|)%m;mlib8v`->WCLhqpNq6}4zny0{>-+G z-!#}h22HWiN55X4YaMbfGtLp_x6m1#BE4uBECOtDkwIyucuI|!Tmmd<`BA3?t_7K0 z+n^O1UgF=UF%aczH{fKZb1hntI;8X3vWG1he%f(}ebZ=SfoA9Q=z~F(r}k)pRamH` z19hI7O537u$eCT*f20tfH}ME@0(DpwU&y9 zb(Y*~S`gjw*6lC8kCf~XI75^Wb#}{!;?%+EJA`n$sgYa|;{z9u_K#<|-vX$uXrZ2u>!rZ!c+jl23kOy@iz;_&I(7Cp7_Pu98Rv!k?{!072 zFmb1Mg#x(`*Qrnh^zpd5?`tmb{{9|W>1aO@Uyv?AN@LpcSq*ipmxSL>BfXF0b^S5<6w;9{O!(NyrlpghLB}MY(8?vIHMw>3na@{f z2tJ-Zy>(hq61=@@ih_M3XFUw9Mg^H$H}%_J+`r1>`qZjC{SDGm(t#?4Y0`3iQ1N5x z#`M>=Sj`jnKva8}y9$v*jWw?@LetGrfGZYu0r3-0%18YJuC#|vJ59~S=B2hjFZhrX znwo<)c99^tj!={y*sh2k{f%sU*b4kW0qtDn9y$Dw*_c=UW#VIxipOOSxLO#kqrCtT z`LT$wI+RLk1VSGY?VnVgq;gu&#@>>ZcT;WG2e9L6A-@F!M~7G5 z((&~eG_vxij%iHDkB*j~kS}!d+_t=6Hfu-IOZeLo^iXagkQHonH1tMD6Junlpf{9O z@@k~#Q_djbf{5{_39LmQ+d~EfCaXVp$xhb70;YsR_MAXg&T#@BO;t}rdzdI+0Og&& z*T>(4}fhKS2rqbAGwvaVadm1)RCZfs~vhC`N z{v|}e>`=ZpxEgTQYvjD(ZqyFfn&Vhn>mrgqk zp1XaA^TE>zCRHD!Vo^khoaNZ_(x%~Pa5xI5pmOj@Gk|1|-stR0)=SeBg>axYtSO}H z_+-$^Ugdw0+@siDK)1f^DR;ycj4#8MReP-zetp|s2Xr6)NLhJ#gF{xc4A)PS3Z7}? z#r7#UJs%i(NQ>#5!qz5i@NQo7C$kpDUEH9Jxo`yNN+gjQj-4$x9QDA0pFW+Lg{FrU zhQ^cL50g{BP>Tc}0-=I)L1ci2({!9Fh2J)Lcs3lst%Zce2(fu4ejd{qf1Pd)w`L2u zwgQcgr=eRhT5e$hAKIx}Sd!wx-;6~GSniUJ13^avhX&#jJtYU2*ybZhKjYag_*YT6 zBh;*NWJJH!+%&Q#rwPsLKPXl3YS_CFB~iD+ZY zc1i|h-;>X@1qp>^V`;{ekH^#HK$U01%g;@kg6+P#8-AwU53X7r@?_P*kknCKj2wG2 z?cqKdPUtK~uAeuzuuwTky1x`uLxTG>Kv(M<>D+{M9 zYqJy@DJvx2(3e%96DW7?X*fFP;xB&Yp57Yn9b(^lXsH$STjFrB*Qg?ryP^l?_d^U9 z?8)lxAO9%Yf-9k8F<^CNv_*li=(a8Yu5Y77LLCdF_(RiT@R(L?Ojg8O#KgRuqJW9f zuy&uPuozP8l9Yqt2p#(98S&9ef(8Yz(M(U*R<+=@H{|un`kGR(22@d+H6_J?n?(uQ z^<*hD6C18R_G+fL3)bNAEmc6Iw^G_ZG>)ThaQf?w;EP+M0Ude45d;OA4c;qklM9UG zP;r!&P$N;WtNMwp(a~^Xw@_`)SNSa+Yev96k-tP;z2S3QR7)=|&25ceax60M-_qrv z#nu?_dO|74lx-m%@%JF@41QfY0mPm1Ypq||KwxKo0*?=B1zHk?9gGUBX-Wd)KE8*_ zG1#|>cPs`>^uShu$^UVSgPZ+@b&O_+5JB`6LKhJKi>uct^;ZvF__yN?NrCn~ z{TgK4r&7_7WGjUCNg#!AQ!zKtG5_4)os5Hmc5`RP>LCy{q~ zimui&FVX^KeO_6oxIH`U1s`-6_6&Cd(LqoT3mRMo6J(gHRbmxUCTXBAy z$SnNMvw%xwsJ7cfkvuq9{J|8RF;O&c{j6wXCeb>M0^hAeZWiK!*2;L!#Y}rXAXHa8 z%M=1bH<#m#Fsi+9eq89d3@A>rJ*6n^w18et_%IXGuu+JRIED?233~}#m?=k0d_0W_ zR=%_=w@#N9>1qVg%q;2^!%l*Zz~wq)pYv8+h=a#lQ+cEcHl4vML^N}RNr$Y)O!!%M zCV^`*T_ERfG+H4^`Pl6T7X3bu@@;nGg_9L+nyAlU{~8e}cmYcyP=|z1kH3nUJV*dk zhj>P^HOXevA$3H!I)#3q0rJcKsVO7Z!WS$6M%)rGl>RUs{-LLbGEWpffuwVYL&Yta z{w7NE)zi$kNCS|eJ{8(se&8=m3su~ORjTL-RR?ey_mB^4idLFU9W*iBGE4@dV|CJ1 z?H(UYFIka!*o;UP%*}#G>SCXwy7L-KNiLDeKxm;q-jA$o!=O2sboZvs?-twi+&JOv zGz07|fg$~&HeG}C#3vG-IyQIJjM6g=y2O{N5xS@#$L<*|IGY-2K)R)efl9ov{#!p< zWWdq9+CG8<4Ask__UTf&%6V$Yw@7lF8MR{wxDOr)2bJf5E}YY?bL9Y%rK6}&{{S5@ z71~`^{&G4%$B{~OP%j2cEA6-0#<2nEzFHG1l~Sob8;rieUYlv-U)@I_rA1sbIDMGc z zfOJb6l$s!=k{Ceb9z>x1TQz{1m~Qz8p<@l8%Fh!V-}1REGPV9p?vealc|6mEpN{RW z=y|Zvt<9MwMDIWhru0l3f#CPOtz5@)r_~Z;%{%9bHC@bqn%-*fVs4TV6x6`tpQsQH zyng%p(5$jelCxIYkX-O|huwo-{<=sT<5M_b4AWeT>gLyoN_s?c$&;re`{9&4er@(c z%`T`Ty2TC9*c|+nUSqoG$-_5{0v6fxlY-AVO#CMG8lYPcS998QPg}Z37ZR&<3b`d~ zv>RPthpma*ir>OxtAdyrIQV?-7^CwFCbdYO&oTf7mL?{c290Z7{$>hJ{{uw|iqSi+ zkjF*;whw)>{ZUYeEf@-r?sv)vO$hy3W(Ea5;%!62Z7rDXt4WKXrb$& zf;br}1-{s_l!X(fD2MUgw80$WGDMbS-(DZ(!Et&Ba8<{-?`B^I%1B{>cyQocrxgQH zMOp#bw?wK+QIaIihHSqj<;M$+7l7>SZ(*M0?v!S6-T8aq@_V|+Vx#ny=yA?vs0Zk; zX?dgDaxE=FZ-|($qQnC#7{R@I=2rkxaU#e_MpbC_=4&Bc59hf2XA5$kNY04-Vee$ObsK zq<^M#7nR}81o^Lb>=|n6Ci|pQ-Zrkhh z8E*T_3<1Esi|;ri8-;WF1y!hH(+pZm`Y3Iyq4%xX(&9X{K{Ej9W_dY~fD07i&9$<* z1x-G+U9em{l3Ui+AV}GNhh{C}f@*&serfDv$+|c5v&DAIzpg`QvD_l8K0-~m2Z5r0 z^{r4;EUb*uo|NKQ|7!=SJ`A-s%a*{|_7RRdtCSwx`3niiyi!3XznXNk7&-s4r6Wl0 z!UOnXIiiW(ij)dcmdenTutWRx3skcXo?^L^uwoe%jk~0cLkydoI+00W=Rk{PE8EH% zWbOJ#XrtDfc}+7eOH#2==9lZ%u;CFXX?@wZK}oUP1yniX8;5iP3vGsQDa>zCEHZ1t znPN(}&61H5(E#Qy{N=EZ2my`|uQrex9$q2NnFEbRM=g|UxAO|233fDF$n4KhJ3(MA zlB%>{Z})c0lq)F8XpRzFBxmVuLIT1}@P~T!EDi7D=PqiI^G*#x$hElDv`1T<+0X*w zW06B>aG8L6_nt5?Ek5>&zAp*2q5Dxc9z{jkr>KdL z%w~BLd6KAzJ;Gincaa&W!roX{8~?Ts*VYEsFx@3(hZOFgH&x2}tGL&NubxxO0g5N{F)CqN~t$Iu_=Q4hLOuFG@i% zWWe8r^Aj_rdB>>W`YCP=$mXx(y7%sJ0W(BZL{gq(z{fQK%sNQ3A1XOPzDl(mJZU@DL=}>=3T#0cHbo zBKs(?p}W0w78K;fZydw>s&pE7Bq#c1x?_bsu3y`6D447*8V(2W<&YwsWFk`MCa-Lh zXB6i(2-rth2SRnQ?BO{x7h5cQ@}kc>Fb&gHKR$}D6=^Z)*Fl}tLtTgT$G7OZu=2AGSpg1_^f+%%--=T6PRo>N(T&g*J-n{N zW}py)Kvo^&ONKUL{}ipGh(Jq}feym3ST^c?hr55xDJ>f^`#k$M_)s0RX+TP zW7j?kxEKr_K;7xl;gdZWDWpOOKqa}EM#HTn;^X&x)jgt)>HS`SPI(kd%?@FqG;zRa z$)3Wya|vhbe5T+nmSi03IZ+E9$H+%Xl=wHa{0`Tz3KB;v!ab!+U2{3WA*hL>lQFHj z^skvxkEgE^;r*gy*RWCeuv%wwwS`$Fn+!|C!7=KOWw^)zBf1YlCVvF#t{ZA21`Va94^_^>4nWolc-lGb-bv)23s9D zUd3V5h$gY=;=js1@q*HRa#366UdOP;Fy}3Fnq-M02NkR2%f3MH{*v(OvY^=~fUVSS@_Cy3PY)@i8Gx+ux7}j~IA>&leO*Jd6$x z4&E*g9x?FnlqsYb@QEDB%~6-l_@YWdIq`2WTnBoNX9YBDbNv|LuMNOGYIbOE z9IM_Mpze3y4_g zj#zp)spufm+g5&&84StJwlrrIO~rC^PZ+g&u-DyXazP_V<~US=*n07nW}`)P7oTuZ zuDe1ZosBCh2Hw=7C6Tr_MlZGS0cNG3j_Iy>>+Odz&U3y&`7E^9NCNJ7cd>IpfW!l0 z0&4S8hCv*)8~zG5R&nYi{1K$N#l9@pKfqJ=oVi$N*w*vqj0n1|u9% zPo57n76Q@SbR?Mdm$m5pCgBte<}N;_Yb6#dA=uwMM2>pw`LdK-ELK^{O;mT`F)r+G zKOSuNR=dNLmGi_3c_`_^mKsuNzZZ5nI_(=w)bS`Hiz%d(VWJRa$@PiNhLQLdvpPdH zVo^@?_(^8=K1n*~;LA3276EGjB6QKyNSlfY7m4$JGS|~BCS0S<%76iN7nBL|p{9)R zXyY{Ht&Vmb59XmzNGYGCE>Ht#o=3{!xhJ!dm?9uln-YDpAb4c z$kni)9pG8yDuF_|xsceBoRU;W7v^!=R32CgY|YZ2Wnc}Md!KDWN;i4;-kps*>*T4( zalj5Sl)WS8Mmn=*;vfa{mAA1(F*arw4AXraDI*p21fh%j*@hP)r|K)z5Y@zi7&J%@ z8lhuPR__zdb*7n)!1?XTw%)SI^3o!vgM@C}MZrP2J>+@G;Nnnr<6icTkxvn^gR-TR zD#{E(!Dxul3}HJ<@w6JhRY!FnJ*2}*RE{Aj-~duh4G}0~h!)d~6?Ks)c+#SeRBl-6 zNoJD&g3#Qj_xO~!2NPjjecPM7>h%t|bOy(h$z@D7Yd`4iz-8RWz#)Q@_P)>P%m%Sf zR2{KaKC2)zRGAUM7JAE8#wS2ihAu#p;gUeRd+eD&iAGWu`va(`@J96t;jp+*$HQf?fp=Kdo1n4KGlBluVHxFwFe$);fjsYaro1TEj=$;c~Y81JqsGMEEiL zB9smAcqQfW-zocZRS0+iAdkLc8dnjOgWkXeEL15F3{VXayd%wJk7OlDU`yV z7`>l%6(p9%bqa_7{jEt^la5=4z?1A-?mnt>2YD=T`2W6D4x6;xMdA|QH#uE4oKi^} zGeaN0J4!7~A&JMBy$*v?Q?AZ(N#SB#9I1@7NG*P#N2u{u@vM zQl82Jmm1UUrnQe+9RKj!*Zk(vnY(E0h@v@-gcPh~UE8?Yq{^Z;BBDj&G92(P z(;L+HD=>&DD-bpcgFR5suC6T=Ok>|N4clG1&s3j!qUrMbo8EA+W%XN&%HnkG*~=xr zu8|Y-K${X;+~W318d_|D+_n4LyHsKwRr@HYx!M@@cX8=AL>Yg^&;KE9*+OqLg8N$Y zD3~!WXo2h)TO_w|pT4O4cF?OE+%6i7>SyeQSssPC5#ZblSZ?V)-CAPltppxYG|yY* ztn3sBYRhU>&McOj=iPSNk*8Gonl3DObYi5FzUgH})w9hlKBrHS=g!b*k-QwQSa1fh z1Wt&@&_EaZDGp3_J>{crf2#>~YVDG`9GsKB^pHKaE7+vSrV89?Ohp)2ty6}C#0!yOe} zpfDfkEmmKadICZMr}rp%G_NVZ@PQ(^L1)m0eQ z>78rgd>ikxdJgi-3VI3DVVxnk;_m~#pJ_y@;3|wFHO1(t<1!OWin6x$Dy0VrBPQsw zHHI1iw!=dkpI7x zeH){)=k}cs)^I1Rc}A=XVI<*&>j6Z26uLpO4~O_;c-i#Yv5iWGKoSTwc7thMuNF(5*+>vu8=BOYE$qwT|&9t-xLwv&y(xT_!+Z!`B9 z3A$mZ9yVTBtpe@oJ>z4>KZs0u7T7O;7lxYFI9ds4K5E?CIz~zg$|t-&of(l`#mxtd zUk*4ZyMtl_VFzgVC?p^c?_UqE)}^%u?5^AoLngxo2b**gjn3&E@4Rm74q zSFkmv+=rkjetjrnIy{jZkXLZ15c40u9Fva}PDeaodZTc5lRcG~j_UrD9!StVv)%}s z&|bCa4^Xrmq2IkLI}%L!DFYww((y6{fn)XXDSeS9iLN2gj5M4V(pyaD{5S&c$&b%* z(Q<%upDr>Ufb#$7|F7zg|5E*r|NM{tgWlao^yUAmMqOn1#S~5QP`-MOBO;ondQGb0 z=te$ZIZbVAs*9V`J#5qfenG@9z7GfY5rT*gst1%+8hy2QRNWcBfC&8M5D|WAT=C%V zBO6428+%y3o{r2%w1}84oMrIysO~e0x!fL94=b+0g?^~&PeMG$6Yh|CNy?Es$0?{R zHILwn9SygxAuR^luN_1wQ54V3Kj2Il{y?48BvbUeWV*JPo*fky5T%*Eo{&rcabayd zMqN}^judH$G!*gjH*~?m&i1qZ0X%4ZSfsVsqe7NmYSh2>GZD3>cVi;FrPk$mdpIKz)OZSsOEG%iR}ZSn-v zogvE64qxQo!f4oKutoUF_&HtW@-q&|abRJHWI(ap+yiQ;EWs>Or|EgxOy}cXuXP}UW|-{n zec~b90=NNIIt|asZ{$3q0&FN3VP&R;aPIxQ-wnMEc!T9WOiEBl-eQ^^#08UNdG$R~bdl}bXkOt`Ia4XghTfw)W67s6o zeF2TCT~$Xzr6*6p$O~pCp4>Y!JH> zf)_P*U{*W;B%%Sx=nA4qxhzwZbPdJm)o%QAr7D59mJq0oys)&RtTG6uS4amlPI2A23~TvLKx3QI6^G!qiAw zk2#XIJ|JOgFi+T0@_l<&(PxAlEf9uOi|vAV1X5Cr;y(6dWP$MK_|+d_HA+e=2b6u_qt{)+Q{U@S`2_oJMWD7%_xm7zYG;4T0Z8I&5 zf)>3cqw1lFW9ObeA701q3U4*?^0e3&1c(L)0nx2&z(w#tTZ+=rN((*UXBY9T8YNXr zE&9OPA4(;l>GT4H)EZH`5KVZi8dI#WH#mNZaq2^zX8%ph09yI`TZaf&XihS?P>>~e z_xa#(BFS+Omz_qN%iUnG7`$ zA}b*+?!#oa*cn)N?!m^I-`}Tm=`8V(o4qZTc)W^{^h1}xz?rbImJ(T@KwvI))}=br zrfXZQ!6A&;ld@nsYG(owtBPBw|7irqAz9dI1}7ujFkg@hmGK-l<0#+KIS`ef;rHxW z{24nZf+-Q& zQNg|7H#nX`R1m~{z;a6u`~#_0x~epB(!hoRQaq3owx0RB;OG>4BH~#38C-YzVW5F^ zi>IX=f~1x~VMC{CC5=Z?`fy~~Dtjy87Z{11t=+!g*cyo`Y+RKX-n1bE?vem@@+QFKp}i0wyY5-(!_LE1NAWVD$Q$v*|8X3p}X65S#Pm4j!oX!I+$Aw z)MKUT_xLH~AP(8jJGh62JtiIVn&B-7Ry>v0bZVjJahNs*+r7u^AfFp$Lg4fS)oLV- z?l|Rnv;EM*=Z($_yZC_NPI-DPS10Lv1nQV3wvyoNI1`e)$OKrnl84A#rV$+N%HK?PeY;sq9xnMqf5@s;a#{FKf%4Jm0r+ zSTIA?mY~=1w-T~g)U5GyIBf$uM(e`!{_bv*Tjo)xdx!u=oxmySHVfhiX|p%4v4;<3W4OA>G-&tU_Zu5)oT>B< zNM;npMSj%>_;~*!j)+p8TKFb&jw^bTUD*woIQ zWwcuTD4H{g(9L1WlwB1{DF>`Ma2W+Rf5!R4z814K+Z7E^cY!+Msi&1P!4qJtf}b6b zH<$oTVBusvBl++2Z~W=NhYcUQ>PjYQ@U(JTY&Keoq_h$PYmp*NVtz!s*=;3#eB;U#gQ-KhD|dX1 z5(K_R4$b{tc%Fhe;Ks)dAli7N1m#v5I-SmoAEwVW)g=dq$OocEUrQ41cY#0fB3EMq zFSRJ`CBpni+*)nmx{JgWk%CCtTdODVaD5wFkdZhKnhrXTG(A*-8Vp)=e#EYED=V!| z1_eQ4`v;+7b!*tZrSql@cKccU}Cq!a2UFx{?47w3E35yi?v92k_<0XGQE2gjWwD8RlN0OzZDG8^*VjXmN(!DY!n%(ida4xN zAL&WZ_Bt`b^8Ks6wVDb}sW_XHvlY+E0W$8cl0$Gbe%>FVJ`hqZ+FK^?A{)?1H2+?Q zij5;dO4eX((Fyc292U|G1z30WVf^);&`ix&!xLY#c>6rnVGU3BDP@q2G`yPjllQOb zf|_cewdop2CnTjRq|`ukzS0{tyQ_xot|Yy+*2vm+mX6PSDrGZiS}ogC450+louwl- zC4hOeKqp8jPp@`(+WJCtZ~c6xhT{J4(7=9<+kkwDY#!qeb?REE5SF z6%*v@pmHV3gdneISLpMD&JI^KNrj@t_P@x3ViF@Ut9SJ+Y_d>7<+3tD*T6aDu-B(% zNLqLSvYa$P-3@fZXutzTVv0O=d)-aCPRQ4JVMwDsooB>XS)s)ivslJhMA-0FSmKM~ z;-TE7r^r>?@4X~;P%SL-WvYziF49ICyO7=pSyu3Wa#P7c`Mfr@ z89Fj6O+kWTLBS|I6%eOLt1Pu~3H0FI$E|Mq1H)mOS?FB8{A+Nl$nMrOhJO^=(|B$U zIpXl`DZv{KIpdXwoE}Mre3|=^)9=!9ij!&6bA_|>X+3AK+^3vbmz2wWN?<~{n#SK$ z8~vfoL}VV^lG<6)Iq*y)+=C1M9?-p7!^{kw)4+2dKSK6UzOhd?bD0S3;^aZO+f7qJ z`XzbYvNA)z7%caGs0d2u+)0QFF0YEG{v3~te`_rFm(u025Qj2tXe^k!B)6h+%|9>1 z4-r{_5+E7PSg_cpQnzUC{9XP6my=lW2F(a_4JsK&>%QP}^MXvlI+;ei4(HB&k3=FW ztCB>8#{E(t?vY-vdR&RT1;oh+81UbTKuSZw#2NY;-CobLRM=QfBP<|pj_nTb@{96~ zKu27~!bIqfY&hHu@@=r(yR^dND_YqZ{u`TWOQt&|PT!})ul*s!z7{_=!*p-pxzEIp zLqDwcw_th=cIY~|r&l3yhgaIvDP#>IJ_N2Tx?@KXZG9dYJNFBFwP~Y}gLLQDJfSKf z1TMrR8TYy)R4{|r!5-PpV3MRzj(leQog>o75=6*#9@m*#wMNvyf@r@nJeU$Od1y0< z&LABI%UxJkXf{LsKG>{40)#~@RA#c8X9lro;JK^oUMwqKpV%sVD0+z45ETTw_$Btv zSuSQ!L3KFy;kV@C+3JpwB;WsN6asM~!hp&k-4~fH(hS0oLb(q%2$*C+rv!pl4p2n0 zlI<86fXf2iM=rO0t0D^PPt3*#SOj8k!-@=>)d1$M`5q_wvJr%7K<1t&Nlek()lPT6 zkE{gR9mEY?uxzkYI7&R8rGNe~7(Xe>#gM=-L+W;+8IDB=0qyv;mF-#C* z<=+qcy(}k%2~yz1z~K-j_K!01!$YFa_6gDV7%xpk3s0T{>L|9@->O!5Gyd2p`zQidE(U)(iC+_;NcXpQC+dysz z$^Ns>rw|)mUP4ZhUjf<7?V?@ij_8x0=3w=BZV6TtL7QV{C`h^+hQpVacKcp%Xtp+-MJ8%;5 zn&$G^{vcK)NXZorF}1n1<|*YRWSW>g>NmglLmW#wdkzm{D!vmZtZm!40I+DT&aQ5LL*|AHB_-88T?awn)@jolNJ_>z9+LtKfz<;EkeyHRjpGE zB3w!!B?)TCAAmdNrnd?!c4lJ|Al$owlz?*Ozr=Zjk)d6gp;g!&s#2O@fy5NJHktUu zh600y3V9f}OGLsZyoDII!~Ui3ZKfTM#zTzjO|da#EZrFawz zsMJ|H!8H;r$wD_O$#9v2B5gc`TX;0sMI`91TxH|No%Hj~bX}oIQR?y&RpH#yqux)j zG4^18boY+NFfkw%3!XhFbn?3!qJ^0xww7&De{+P0Rt0h&sVASC=bH&nB63tel1GXD zywZOyXM*-AzvRczllRU9_PBZ(4c@Ih-MU}7g_yDdS*J@lOiGZ}aKjJigR{gyF4(CsVZ|t<7h|Ip!p#w_ zbP4(mJ!soi5TH0&n@a@axOpak_QOk#tiEW&sZd}bT_)aO=?-}A)FUz@eeHq;sR`Jj z+xzvC&%&ywb1|(bSVMAGB@Z#}wfq$qIC|mw9PDxn7wLJ}_rc^&8(NSOC7p{#szbWP zM?xeWyg5AeB1^U4OIE72T4x3dasuR()EP7ufx%n2vtX2LA)Aa6vT8QMxaCKKU0CLT zOevk9=i4vy)2I-HtWR+9BpV-y3Bh-|+udQ^T5Zv5^~R)7?jjn5FYX9*O7)6=4`g4G zuW!3EIfTUEK*IE9AxbK@WXYKrr&AG2w1jOaJxs|<%FSkXj2QncD~0&x0xLB@ zcZn|vXPG#sO!$NB?$F-OE37W{F&6}{?tG^tsBT5qaygncJJAnoY*1b}G6MV^H>(Ho>i20kzMB(63h&wO*=omsd3z$L@b1D7 zAcPonq~6ArJ2e*2b3tv1G^3Q))`TO>?4I?>TjR-tyASW0I2xjhU?bS)679qXd3ENH zh22+eFf#Xcm`lLj70Vp` zbZSyLGBrjD{``VcPrw`^zqWdOR5_N4M%&f4B*FIrOkEI0My`HHNnh0DK$iZLn>QSp zCOBUo!`Vg!@B3hn39`4^S2K_oe5~j^_@(V6vaB4`4Ew@yV>E!L>}w1ttYP`g_r_RV z($Y(0pYdgogYEG%#0;axX4)?;Oh#Pyz@0{)kXT!ykT_B%NEQ*^G3yUBHW%=;*l{tx znqA}yD}R0A<&%Oepu6xW7hX~;oAHwGXvn#c?E+TC{ zR2us!rlj;K*cY_UaXEu}Nw++z>wMcg8sJo9YHFWvPzb#WCABdM=aKphZcg4+cHoJ| z=F&R03Og2YY=zuuIVAVnGPUyXTixlUANuJ<`^vO(NqwEBWfS} z1sNNQ=Ppv#G%`R}iH<*d=BWV6{k_e>Pe@*~d1Plmq4i4HzpOMs$?bLRX_=6Qvnt9aIt*>%w8N^RATfma&MRh7F_T}T8iaPu6k7T z=cO7Y?SOP1w@_am#SWe)sE}^K(@lDHE|7=Zm{t~?edSgXkb7sJ{*iepl0;u9Cu!qa z%!z#C5-?pan%rZhi?w!@udk?IP;Cp4_t;k4%=gtzjq*-B( z=a$Y{=eS})CPWvfGI1IMckqnvDw&y95Q%6ViK!Llx74eGEIfP0pwF&7W8i1cs6$U- z0qpPKjKa_Uew~63oVO^h2Bz%i~zY&63o?bAe&{Ccv%piDJS;Q+`BFQcWc3pjPdl%HgWSED*oVL6^g zCIUeNNpI5TPbx3PR)w9`8@4Lo*a*LK(!Eq@BRdBRHe%W^dOz($gQtNnrx8=r0RwUgM*DjBfgnhh3A`rSA|w3UI6t6r1S*KeZ4{2jKjJ4@{OmxK_Ol~R5DH4P(AQf zFk}%yp>4j=ob7~y9O?AmR{+nMehhffI`~d*OUu&9%h%#Q(l~76Iv|4JI{4QJR|~a6 zN0xZ)nuk&97Sp}wf98H5t$**yYPds29T3>aEoE=YhGM$2L^f&sJNx~ywP{=ATcdZh znRwe>TE!Pg8q+=K4Um&D4OP0Z-~WmI=@h&aMk3Wk1rMW+EM-GK-0ov8y;QOpPS&{0IJ8?+w4!Qby6@bBY97iP$&dLP*g3Q*xyIeO?wK^rW5x)s=V#a zuTr^r{$P6W6bLpWYW{ipF$01s^%bUoNS0NelZaHNTRxDrc|3qS7o9Dha7N$@Tbd-Z z(wClh1LMxo{1;3O-5_dno*MEo^lYeSq4TE_6BH=~cwbUhZ2&hVxZnx;?B}L^1#LQ& zq~f^q)Ik3!C8+&5{&xz1K^q*3K7oL8B+0pdLq86)KYCy=x%RsFjh)m zVX#*6Z>i=uDNI|H(V~oie=Q}0z{h-oxAQQmd*pQPCY4;%HWk)oIjI`KKPDZ<%wI7#Tchc;NFuqm7dO%U$v zcRxJT9Iqth%sN|EZ_K(!p$eLaG1|v9E1YfnFIf)8FSn5F5MC6V6Nw_d5>eP=>+BtLgpG@Ym_~V3T(T8Z4}E;iy(^{PM)DD9-fbCFC&}+ zNkrj!Mj{Z-ZE({yb$qW+#pvwztKTrJ(!V)0|TZfg098C|KO8c~Fp>(}~L9L>PC0 z_EV2>S8hzO{=kja?h|;ZE(`@TI6B>WKlQda*a;T6dfq&iI|oVt)qut&_MS zPQE&`G`6tu{cFBa9)r?#QZQu?nI-7dg5AuX&^*2!ZH2K;rKyEQ!Y>D6362xoRAv_O zFkMmZc$c_oS|KK(w64`5-IwbU7{vVvyRwH{Bj{aEvf?|ExMokeiSQ3{CNWFY<13U> z>E@SYZ_@Py4f?UdTnI*KZq%m%y30QzXF9P($AF+!rFuyC`08!&@s*AY8kPYp^Kp*Z z{|crWL`QN0m=P;Te$o||g%pc2w+7_uF3v~j{tgC02!H*CguhPOZn35kK1(h3fqSN@ zg)_U*)R5LZ1#u@84(&Qkzw{{B!hjccW_fUdaKDj%0eq2wWpl4m10`pO6z=y0A~&xk zgVltSG@^cX06)oNa0(1GopyzWi6M^_3}Fa9MlwLS_n*iK@hbT}#vGJx?JbxJ6!B@P(&A(tZk$ z;%ZOro=IVH#bu>gq99pcO7on3vE)pFwkL6B1R#^1g`GZM^*AFZv z+0)>{c2SKEzYf(-gLA-c`SHg6ml(1~gWcp) zfMh4Z-R^&>WSxPi%U&gq1(ZxD~2YVwW;m30xm zM_I42N#rb6w8os22W{UJ_7hWwMRD8}p)&p)`8)RxeQNO_3>T3_fui0U~-qPj6@NeS1@J>e^6v9trR!R{1t*3vAbJqcx%qjQf`_FEW93Z+9o9oU_t zC@Ip>$bGETFcYpQM9NKbohanhk76j)r}HAPC^;QD32Nzl;A0avdUi*H!16`r=~@>s~a)XuD(F(vB2NWe-wW=QAV%9 z-_36-BrHN61q>4ewL+o;Im<6_c7kr-}! zqrl>1+}VW3wAVWbcPCQa-r{6L5o`JsLNWzkE^{;O%G37Kl}GHd0(M|kv%OBq>2TC- zhO2ODdR)KMP*F$0f5TZlJuUPVj4wYhxTfF50VWdKlbve#XcJcGVQL*z19c1cgo?L@ zX>NU#a)9%0EW$yG@e>rB;iW~M0tIaHl81L!!4>}m*Sga7qeUFXWf{#82w}|j((KD} z1J*4Cj+7Gki0VB!DoCDrFijuLZmeX0-MRZ3rc8Yz)WA&?VNvU}i|C--p*5Lj7vVap zTl|if58m7|9V0yKTOt;avw&1VcBaoRJX7J_hwODCYtB=yKHEW=vOlEL{eA5?u2`ZX zhNEn#>z>^mx7g??SWUih;1p&~fQB;y6+{9>tQ&|b6{_gIPZf&!iXYfdH|}I&y;>ZL zDolnw{mFX*0|oakajCx|DwO<$b8*$4#n0nPhp5xpIOXyUr%HKAp#uPB?t!O(l(a;y35vf0FS7uN!< z+KL{g5dtpY@u99k7ICVnRy%Oa4j*hNF1US5nM?W1dNoj=`5bzim0Qy#izZU-iSP2)ptzC z$Rti2xe!%YW-_jz*=2GXx?5S-N<$)HsZ;2KFp~Axo1US^GY?`O+g+?P7JNh(6SgSk zUX}(kY6W-YF{=-flSW9lM2EusmG2i4oC|?IqA~XS2Lqf@T5oBKlSRd-P019|o!vS?B!v_czGj0ZBcVUcECxjq?!6yU4piwR zMnSZVC_F<=a5~yBf-$>o)PQvte*`5qYo$ZRlrruACJFgn=s13BI2a>(iP9BCQ=!3G zi_l+1t;tN8hWj|M8Tp82MBw=ypxa&L7t_a*NRHt`zJBwXzeC1v!&-u9?E7loY%Bh% zHUNdlprA0XHxCk!`E*L;#L{52i-q!M63k}i@fQA_kno99e>KqDg(rc4O*{Upf$gt9 zPVX-{$s8Z)5fy^TugakW*si2LQ1t_HEpYl(FvC*p zb@y$57sNHw0||(`z-;-GUU7lJp9E?rL9J0X@y2V7E5Gil+I?NFGKJfra-0i&L)6X? zHMuQdhPH4No@tmO(A6W(9D>k>H01+H5IxfeaYN?yBq%^cI@tGMWU(yrNUi7{VniKI zy^7psw^P50JPj9F1?b9h<~H);VEhx=i(2B%G`kQWR?Br)M{!r59v+Y@5@|t4eW+w9 zz22>Gt&GO=oNSMYuuryU1-8Y7KSlt6Uq)!>!wm^|?)S3i{%+JAKIhmK%BBj*!Z1+I z3)JEC$>YJ$C1D70i6bPJ;DdqAt!wrWrNC5JN$^g}kj3lVM$3gM1UUvmBH-Krs<~l? zprB6z&A56+44lu?hbolpNCItFq^;f=z-Pzgp|K;-!ew1sa+r7%RO3$Ogz9AQ0tKo~ z8w*~JxR_2k9%rH+6Q|SMX8#eRDl|2gB;61dVp4MPI?TJ`xFroaNTVJWP`eTH8wqko zTtP6UR|4zxkpgYofFyeM0pa@x({L zK@@0J?KDNOpuFNFgStYNUXed-RDy@JAaY^-8LCQ6o=cLrF!H$gO&7ha?e&HuA28*1 zj(*g^r?Fp9Mh}NnI@NT4VF%l$`#qwhl8_H6WsE!gAW%7DI*>PnTlIEhe_-)Yx;n+@ zOx7&zXYd@CP^sOHE`*l_-BQ;w36%RB=Tuw~63aG7dxM2sPWS;z8|uXdTV0HAV0VS8o9s>S`n!x8ey zZC>N%>g<>fjv`jx&3$M6?!$-GeIZ?a%cMnJjV4s{T33{`$6D<5xK08kybHV-G*X9* zpDs`D47+37?!ponHA3^Q0prM&pg-*$158FrfVX+r$35rTVpPzDYO4o}B4#bF0n&7* zYi&`qDhP`3ui(9vE88InrH4;nAU!@5M?xVH)YZb7* zsYr?c=YRYkDyxfxRJPwd$**j*$qXcc;J##%Um=#{{!h5_vIRf=(;fvizeMH(*6_GM zO;^3U*#BU5ud-4nUFzBR`inPhIS||*n2oQ$_@-KeX-+i_aM^s)3kH9sn`*8(uB2_G z+6+DL^$i@$3TeclQK#4L(W>2_Hu&ZY4fZ$9WT?MJpxJGqis&*Q6NvjUPbjnu;YRmj zp#+4i)&h97?SFb>F8=h3yCGcs=^G!MtXUb*{iH27P-vVY$|*Az)C8A5QxRm{K_VBoHXfZ^T%M3HXpvxyq%{n@m526}(~#r;<3{TXuR)m|{q z?+i))A^GA(;C{Y!OQ27Ej^y8AB(0 zd$@y>G;>vHk!KN}>KqPnQNQ#65U}1=N(~tYjuZ_l- zfgljv=R)x2*Wa)^h-y@L8LRwtQ|^WJBV=pl9Cb?ljhlND&AsZWqq*EbxaCl5jWjWv z_a|lOtncadRpX7@zqngM3DLQ$$hSo|pLh+>`jvy7$t!FzbU_?fFK=ACkx2gSH&&ED zaKH0RkfN+MaGkFDzK`iV+IoJ(+&tzRd)##2&0oGg-J0A3!J9!hz69N;J*|cFr^L8$g$cxNDZY^z zMd(Ybm}j61y(}X1CDgLtEIoV1w4Obq9h3N$BgsEm6Q>PHt0n;8zThtY6AT>D_N{Q6yO=>x$1p6UM?UHyPu+!Xll?-oAok;M!LQ&@Cm zg#Y~dJzXPH$taAm ztKLPFU?Dc13;}G)13W}}VfY-iyAg_;sk>Hi;zdtU{(z>2>K4{KnOJ#kaoFE_!N>MU zyaeBlk+gzOGc=Z8_wB4fxy5@p5nzuIC;nzBTkr&PsbgE*P?fh0Jw>uf_Ro4caD>@3 zA}z91Wr#40ySzqCB>58Ck?V;e7>`@F>?wxvw{#1c8w#D7fMHfesiE8XUoL zNtqxg2MyQQO*zeAl_za^gY9gfJh+K#c{;w=og z;J7PcpN|;ENpI)SjPl$Nm(a5g>=s0kh8Oqa{S-=Z+~OKOQu`$2gryp!hPU)8s}ZIa zr0_19s-zMeH@Eg=?G_{$DH0%~7(Ahq^U2RbM{zuzq&+9;kPU4#O=+|2goAzspeS~R zqI>XuA;&}1m<#?HgoSs8N2sxI(79y|hr&Ta;!aR6r_ixzIr6uzeNE(-J$WHbM=z$e zg{hFxzNN#)ZA_qWH0Imw8_fhj_BTY1B1s;M1T@Cb$ZO>ak936NW% zEJtK;%GOY_()k;)7(b%Ahf5(nj;gbS+vv|a;S|fAdql_;N0%iTzE(h%4vr?+EV9|_ z3W4?;D9kC`o*txAWUD1 zv-rFxLwAzsoEcJFB_t$C4Y^K# z%YIJQ0#A)9@YKRG3x-p%b3K&1APzlT(?7(8p#6%!C!)|%B32mFm>AIvY$2MeM0;cr z-TR2Z4Vf3oa3!s&)VaH%tcaKTN>MP8n=6z8kWTb}^Dc1%r%MEkCNF@@?lWxE4!3C5 zo3<9>)>6gT%|Z)KJPUPV`UtzpX$O!WARs33fHeNx6qqV+iOt zAfHjt7z7W=x{ON%cnHoXuQviUkiLWue6lB3)U!)cizEoBHZ~e=T@$ZWU?2y~!@xgq z!IE@ox(r@^Izq8=xSu**O0O^1*R9d@`1q>@K1yrU!;R2j_f5m5WgBF1%-G+eJpR1d zg;AF5)2;|(+kGS`#ueLXoVAZ1%W#$hcONio_n7V!-bf>%({er4!jzcaQwoS^S0a$< zm4zYZ3i26m_BipCnKgxNPZI5?uX=&8aPSb~i|W2UBol?6f$e386^ypH4e%y`&JM+a z|C^}znL&?p>f=Vt6#{k1Umfyhoklrw^Y@Dm_M$i`Lf!mrLppoke{1 z-ZL&~U}ULaEc3(H!^?q^!NQre^@QDo8wc_f<@}a!E4cs-=|YdjL8P~oG9w^3i@k}s zgo4}{`#7!C@=|Cj<_&uqd7s;;D_m%+5+uanWvFAhB~Ka#WGpQ_=V{`r+O5aJ42gpY zR)aB`HWasT3C~@XsDeFRE9h&zERPm1508HC4{1M^ohSuWp-uL$EA2WOa;6;p_x|t! zD5SQ@T*!Jcu5CyP>xPnKXUa$@8XR|#(qzC%P+=il-$)70WIWTdxXpldTrL<6RqXR2DGh{#gk9{TkEuf6E=yP<0%jHi=!>2E0U zhuwA*9J+C7X~yIWkmHJ={I`uRUmW3lY_PBX5!BI*UC;`oOgM@SBp(XilIE@f!)f}?khNnKyr=zg~pmcOIE8K_Sg<+ak+Qo zU5_b*d-rK?7ukyF0t)NxX|agQs(@z7~2np{EGAQQIV!tlOtSZ7lJMsjX7j zGwU=-hpz`n=G{WKU)9jz%Q6^faXFxhvqbYJ~^-2eN#cAuKq0jwcxqk-Nx}CJ#BTo5&(g zik4a|se}yqf<}t#w!i)f1RY$3a?9|1(A7{VBmEA<76UO@_EdU0ohAj-B)oP#G5Erl z9?QMY$4Fusg*(@VKGeaE&kAoy7uIVrY~y>OrHbRufP{WP8=>P+e3x<&PHX~$g5z1t zOny=EBZj-2(FET=`Elb3jo&G}HKJ@Kra>+ATg)~d5ZpD*7{KXIP;WULsK{t?ToU9b zG5w$$)Uw_@+_lrSP||>&)ux*FQMR{-Eg!^`E@>e?ADC$79LVHXuflSz3W(lK6hZ>z z=APoWRQo_gVLrguq)I;((H2%#&aG32r2Jh>Bqa>Bhv4Lwy=Rh)q$ODhrp#Uh`8FM) z9-cqPKF7lztT>z-2Br=_?*s~i}0btJA^C7y#G_zX*zpaB%{sm zQu5H4MV=(>2a}!B^0@nxcjf2UC-t?vbpa`EVAzd^ z*!m#c*9dz-foO}N9VUBT+-pegzv9}?^8xN^DmeLdaC-yfK1Y=|sTboB1b-B zKl%I^5sRHskD?P_Sk+mem-wu2da*Jv&?$0T)R}EvL0G0!jZiquLS+2SuW-R(T||ZblbjQQ zX;}`a!d5+sbw&;p3P)MQ!PmHM*WEPQRbQshFPa+P>NV-A=GTn|GI}B(YtV`W})uG&yQcmsP^Ki7|ewzfOG!e05B;cIbNEI8WMDVT2gj?&R$ha@>G zo{6mi4pXo>&+<_4X2#|dUBg2I(kV2nRwJ<>!t>)?&j#%bjg!;rf%d)5qn?+uF6{lda>zuwpL$w)*Jl z+Fe;((@A|**bzK|%Z_u47}%*iWx=zIc{_)u+@F}S{tlOz86OVm9EXY#bVxl=Fb-$K zg;bKghC@qO#Qvl;wTJ#b-TkCp>EFl4q#tLYtN!sbo5HOJOTKS9#E$}^W!W%!##ft5qHZoiswGBlpB9CQ#u}> z=S^jHB`X+v-VmeRryoE1GoZM6-k7E$e~Rd!FYTn8aeY=OcZ%pRD#qhCjA2g5@3&ETrK2ysS$hYhX7qj=fNgVX_CfQCbD1Fr!V}9F9n?*7U+JZco4XJBk zuuSPfAs9Mwex1KC-RK`_1PK)U*b*cl46E`BkT>Virqwb+Y-k0&l7@-lr^a&&|vVD5wDY{xt7?S6Cz=2zqmtBVny9k-1UM;}x z8N9#=(hF^^g>+Xyz59Y@seb{T?a85^ua5s6HGF!v$a*^P$5A@v(#c!6tr2FEAbB>X z!@6^D2zXlQa$F^>(B)qW&*@Nv-dM|Kr3|&OLp@%Dp*%QUqoW9MNlJptgOM)!=~7@0 zUKSXixjrh4ShJ>K)Dy-}EqMbZhJI}=XYc}A=#NwF@)ysn2V zwphKgqfp0mAFT34tV(Z=$i56hiA|GFRB>Jz8lie`uK!y&^|Q>Rc<$^|l-Etxn0ckz z^f$NBM7cTPUCk@&f1y;QY!FMNWOOtyjmOx~#I#~oHMFsU#_C)w!hS~EQ=_SK*PXE!PflR2*OQ19f;;_&kKge+Ufy?~;F>*UyGfFQSKlHn>F9`) z0CPK=;1n1{4zvrzHG4i#ih&9=0i-5l1CsOlQMGAv#2b9LXJ1 zqjO@gkXIu?7GelN+<(hkLM{jxFyZpxFOn_cMI6}@Sqgug5&zgq|{; zbUnRbIe0}eZT9|uLH4z;r!(O3;8aZL(~*=t!@d-_AgH`K*TT7x<-;OUU0~`Vx`6^p zX;{8>`qcp2hH2rkEeSsX6)qYRfd0MEO}>c==QJm9e3Uy$5>N7B zV!}uAZ8}_qEvwETX^7z>0mEKMlE(NBdBABel{%C)_nz0KrVD0Jlm-hv5E%o6u2DQJ zEz>83p4G^OzHT@8h&8$5X^|9i$tE3nChMC?XCbc>E2TY5XAx=t1{`;J13!`fjB;OL z{O!eRG!{WM9RzXha_QIC?_PR8P_|g^LoTzywQ4>`pyJQ)%v0;{1ZwE-MbCmBK^P9& zxYf7?hJyfQ^X8HUBnCzFNC}}k>^Qg3fC6IZ)d1asNU)z=VR(tQTBGR%YO}LzHd2w? zNzSz(j-{3H;U=z*L7`A;I4m`~A4=&Jgjp0v%*Zzl4x156DBXB1<1NlFLE47yDcL@5 zVdt95O-(d-g(C&r##iEXDwvx(r6P?yGBHaGwknp;oy zXw`jyTQC%A?W@yr)OvV1DT_4^5)wkvaIqB3lBjT+aYhCY7Mb~s$#x19`5v6?YIU7%U{01 z&PygGIyNU z$bPCKT8x9SMr%-RA=%MWoB=vx0eKkV6At@@lw1qP-jri0iwTK88b2EBCVP-YkVPCs z@bsBx76e~9KID$9qab8a3W|rhPHmjSzEY3(tkP@YM8mr=%*_DVW$Y~dCem$bwD4&) zXebUg4k9;*sm4P-^*9e4)5H9y0XMxj3q8eg3qJ^A)gO;>HB3)!g36)YCZA^tI0o<} zJ%yNmGjJ_r#`-uF#9d_);l{uQRet-=|M-PGJF*5dwahlUu-eC&uiI!L=TXX==nF9L zk!E!3#TZHTo_C-Nb`R|YDd;&lT~E?vWWnUh|F=q`S`!-Fxv;z8F)*E5Seel|y#u<8 zUa#0a@i^|(2L7rZN{Vr`jl8!A$)FNGa9)q-rffPb3Nx_2o6KUl_coYBg=_Hef~^Y) zt(Qn6dO7!Ar#tK$J_^P`8$KA%eURnlGn|F}p}Mp7khod!+~ib5VVr}6*^6E^Fsx_N z8OeI~u78GOMsN{aN1@RJg@}MDJ&=WTA9)@)kOTz7n0&Ue9{b^{u$9eXp329@bib+g z33)zqiP8%cpar<2rlv`kcdc?Olft@Q^x~nWEoXLoXy#+najYLNTUSF5@#_I&tD@yW{X^S0_IJmB5-;CB(G-e?iQ9shKm4YZSHw` zG=Gp*SdW5)*L1MKa`PMXIW@OWP7pr=Gt#U#1!WTG_$WDj-F@`k2v?NpgotYp#NDU& z6mGBvx#*wwsmpP*m<%{Wyv1pu2k~Pn4X7cy_g4j*sv<+rZ@i#9SOfek&4n%ryzoZ) zIqk~p_eN&r#Ui?S-Wz+*4I8Q}+7GyWM?OY>`NHb-7OtagPt-BpBCZb-mFfv!@n8<- zCKTR?T?z6fTWh0*!%*M#Bak9dP$IiH#0l{O#beUiaT?JG9ZtY+M!V3)=nS5kx<6vV zid1|`pyCt!3t^Nm=rt^g7STi4N9Yv@{*y7>C5_j{IqFsv^Mq8rLuVmH7}L6PnYkgW zJiBi!Sc_ryQp*Uy51@VwcvzP7J9T*YZJmCd-PRT6OB~JGm5kUJH9K{U`VCHoCN}v^ zi^QX~trbHc%`5#|{k6My*sEx#N?Hd}`D@f$Hu6|-X2uq`5=Hv5px(Gf~%*+v#NBY{@Fkp|LTzN4S3 zP>zd|D)UTR5FU^Sn2)xNkQQcmV1So7vEP&SQdKa)b4!8dn*RzdzeH3waaVv-TEpnt z+B>WtD79(66zGkFGm!4ww@L?E)YAbA=a>Z!GRz(Yv}wGM_vxcDc<%Q<4n~+-nzd3w z8t+kkQlH@VQTJ#-7h%BAX$F9+;Ds54HWHVW0)+Dd%KeG|gpPlKc2u`n%cyEcq*G zM+mMsBoYa?P%aC44xO@O7?`}Wxl;@N#2OFj7%3Bk=B^#j2fN1B5bjt#^zI7?FAUHv zq?krSO|P_3OqepYy!O<{1kk=G;W9p8@vTji#To7)if^N^d1->g_#JSYqNgw;!T&e zUivUlZJx(-f4sAY&Y)1vmslCFuO&Ur9VBnb-?IFZeDHcfW-Fb^w%%`tE+La0XAp?; zLX9Ln?jl_j5Zxzt^>0MsNjfD_Lr=iksG_5cv}<6%aTJZ|nl_fjbXEeSJGY8dX;hEn z?jU>_I)URc>&JWr&r0ZoruirZ0SU`pAcZgpSS}qAggxUNMwe#!E=is4N=6ZSCNw`jy0}zpxo(RXU8hT zHa#vx6B8l9av$9j;OfEN038l(ur|QF!9;}mLqsjo%A)bCn4r13hkKZbHA8-8#gqcN z6=-IH4=O;mncM@|l40O^5v)zSR!dJ#DF!rmRmB_(U?oQn=)Q?*pA_2mB3henC%MYa zcGU6pTU`8Qx469CZufaXf{LjLSRs#Fm|aterl4-_UiuN^D~;@1W3RB?4fN#VWTMNq z0Rp!NrZN6P2)*_tNfB?xwg+426?F6K&z|f)Ai;AN?+vzixf0c}?&*Lu?>^WnFsibR zEzwk1f@4D1XgL6xGbAixd>A@~Tlk?X>o$vraTo7X-fPhb@m5^u&*X+xx<0nqS2ZZc zYgzT%x4iQ0WFw*rK?tF3D9wRQ)8PdFk49O9b5|ZnL_g*0lz4l(ii$fAJOz0#%g*3e z{k`oiT#&P}(}sh(=B>dYBAWuQehl~+OjdgIT<&5)8>N?Tbpq&C{IvqwBQgWYsV<8w zk++R)Gq6($(!MJg5}P9*F&;c za^bKN<^44M{!?vcwG!?6q*fqzF;Kw?huX{0Xyfz1x_q~xSYMk0kUP&OfTXqTYIuT% zu)kx*uFd+M9XsH-`TkCA((=T=x6vmgcNo3I-n(vQ!35S z@{>QKdrKNmltpX4ek-%~M;|8+kR+08l4r3zhzc+Ja_Q^;=j~0PEIqQcupU}c?R%-T ztDjoZNF^z&q}o)f>6xCatSnVd=hnHXq-IH8X1>aNU77i^-%?rGY&{q}7#ABv9YnSv9YmfV`H${_ub!j~{~JVyIf?l&c*K!%m{VFILBbtqTtUYi^}G4i z8u!`mtv2}ym_;lVE>B?^<^#Vy2{R80E|M^=g^U04rdxc*6JRtf!WqzBbnx$hnW~|!=W)JwRw231A7XEFz7`x^4BtRBl46M*h?~Ii2W17jwMiJhF|pf3vH2zHDy;+ z((V~p|CA9R{(sOtqE z{FE`8m$MOA|HT=^8xXr3yhM1V-EDM)3G~lWHAelRovTM!!SI-}&J+f05wd?~W>1^r zHkQ;vY}u4STbQ37sef2snv+(Rj--2DG<;GRN`;;v^-u9XIb+aEY)`bfScB-DwArX5 zVuF}>BkmMkDc`eu;o?2Tj1lkYWsK-y5lGt)*GBNN0wOo#w5A^0c2fjWv7K{({TJOU zdekG{soib2HsQaeJ>Yev?RN7K%-vBtr07b8$z(wNGqVn|#1HEmy*ffBw?&i2s+>yRnqrj~~<7LaiZ1R26NThJ+X6 zL^+gzqrMD$X-cG{>@wU-vj{*L`?sZN`UU9_VD&F>I5`Cg-b;KK3334>Xk(GexKR_g zaLSsumo_M1{ikpzM=B<=&&8J?vFNGMP)hNhC^e+zK@q+X<~ulq!h5da!>F>7t_k+R5cy1Fj@4D3a(?dR~i7tVD`1E4l0|ook8eH&HvJ=r*M` zz!;L(is{Qu4;GDq1KH{Jn;Zk86=)XBFxt-X0uUap%r6teXa#%WBG{TM5T+X$YuIu- zMwCcLM$zRaMYxvRi(EPAEbMq?1Uk{;-5dAa_TG@Wp=67TTHV>jQS)QB ztVYZ!BF1IQHYO1mBSsP1ondD+)tD~%ZcP!Q1r<8L>LUV(1dAasYA4f6?iIzNGsR4@ zSBokfmVe$#a!aH4HYMqERBd}()UZ*EJ)D3mE)8dUqcY{A47mUNqS1Mqa<;h_2O!+u zXz$_dl+qaaPR_ygpIZdJb25Y%Qhc;5>X!tni^f)p`c=B5I4HXZ(S<R%rw3AGr_6+H`B@%N*MjQ*wO=`|#C9 zeEltDt(07zB}BsY$gC$9l!cVfG7$HO52fLZm2sn1tWI{@G#AOI6w>Z|9(Rl)Cu5?D zWm)eq0vL7^t)Z|eO#iq<(wWJOCMQUE^~#1Ufs~gNgPW5CC+10yX6s-+B!VxxS^3-dol_; zc)cTjN3mjR?cHz=2BE&;|FFPHxJXrv?t8Td?bbJO>IW7PTl{0@QWowQhw8BaD;Ks! zW;M(j)Fg9mPD9P=3`*ThfErF}5muc|>}m7LRE0dQXi-DzUzl>3LBrCyp3SM88q_;% z%po}y2?s)1pl~J86N3XFQKab9$&tX8j=RRmPEr-EXGr}wVU;Il(0UjX7?yPYd{4qd zAeepDm^M3~yq<>Ce`(D59m=*({tc5hCnj|g^x{#Ouq`N1v9PSL+*H)u;q=eDt5&yr z%?DK1T%c1<1lp=B^zlgg|n>bDL<}Z z%IEyhkQt8*v8W}7=W$s5XWV|0JWu!dyio*SF)6bJxe&12;q>2Hl;@IgDN1jpiAX?b ziJd0y_QSv%Jaq+bTndV~E1qq#&XY_|*Kqm!=NE}1_ldA03~X&Dpo-&CZDXYP+-5~3 zT^vWvYD6JU|HPt3JofLGp3$H0f8Xo$rz~GYn0<}=AV%u9yy4n>K?|UJ7FZ(P+rQ!X ztk@8`QYc1LgghXw;kkuVI(8n<6#J`VZs012tqoxTDz=Av7r=n}FIof4xQ&flY|y=M zguzJu0*GN$gOeHjycl%4Dv(;jE06}~TcZ-(Uym*cM$N%tnW3!ZFKJg8MY1vP019PM zIP6k_1vpba(Jaq<@=aWtV^b+)HXH;nD@@?eye6=91~f~cOEv2YU}VV@8J-oUyrU&)r2CtB_EYDfNMr4rUaov>`Uhj!zZ^hxqfPTn<_7T4uK8bkKL0M3Or%-~} zj`Ds|w?Fo6{}>^276DSr0*cxzH?D>cVG-K0hXG1sW=$nfw(*wg@})NK)!Pfiy{&R+ zmPh`g;pRe__*`!rFHO_Qm+|K0F+s?NTpC`p{K!f3Z*?--U`DG4A%+;=s3#c1(d)I0L(@>QR&c(bdQRI9zXY7H-w|1 z92f7}*xAP_S_1Esu&F>SqTm#4+7EggHc#TwP$3UpC;9lJ-OY{H^GN+uFpmSfrt?Ag zPKq5Hp?$Vdgq-=MLI&;`U^)lazlf8*M{tM506;hfhF2DM>^klfGDbE1p;axTAUx)> z7p=M#fdeJW<-nvHVjxE0E*|~jwg?KYs0BU_<7xLpJnp)(S$u|~Vo%~2HIvSK4)Kuy z3QyuXRRiyTZHbFQMhCk-q9DaxJ0zV!;f8s3`K6Y{SVEg-yu9#-``FRQ9+KCf5M?Q- zrnE1L)NHrhJ7b`K(YLZ#qv*+28sf7;*jBZ75ww41f@UugQP`Tp{c&H8&D=$_3Ja!V zMuuE36QcjpqR2HJU>IZd+7us%>b5%KFY#=~h^4l)(iOXIM_oS1HbcDrvs3uk*x0CV zHCjCcN6YGb!k3`1yjKKqTULF(jX^Iu5h`aqufE$FkM)X8s^c!N zwa2p6EF0N7nEovoszc>*;KL8X|DVO{FNJg-vO^t$A+_t;k?{i)03L4{03qDNd;8<5g^RUE z%{pJve9&C$IfDV)~0rJU%PkkW^TLtnI^x>LQ%}ah{!pdycazz@TiEK8{_n7#N$0Kv%&M zy#CqyrH^6PiofOUt-y#Bj_J9f)JXrsg z84QKCQ#&cpFt#Kv6+*G_P!^qj((>q6Vf8E4r|OPSEayaU-*rTXUUo`)#*^+hO2q(P z57$38`Ur*v@f^MDzeRmd88x1O#SNSIVZ@;u+`#&m#MHv|Qamal#B0+S{g`udNeD*Y-HsBAb|SjHk$|IB^BFY#faoD>A9JSSetnl$+$))8iAfoCCN#5)G-O%{&aM zqJhM&rgxYFh9JKy?=jz}^bBCA$R8WCS=fyO$w3!xT=Ur6D;dg)rg%}N+j z|B(F)L}#tA@QLT$Bs?S-RkLF3TF%Qwstl`tB>Ok$PFN<;^)@4>3RToHl`;XQ|CFG~ zK(Tf!T6t1hEim*LDLS8CfDF!2)?@6g3)ycwExx_D%1v8*x2Zz^vfL%rYesmcz@D)j zBOCB@u0z^KEm0AF+x@Gq2-guMTVox&P&o}JLZL^d8#~ZU$DkqcK#)>A%X<^B3yq&Vw9)#FW|3(EBm zhA2;dAvC1^`%<3kA7J?EF#(Sk#n(#C5xBW?S6TJGbjg^y9t*`GXD&x4korI1N_6!W z4luUy@OrabyWMJaah*mT6*0JGCuZ@+mMIM4?gsO$H$~@q@cMxbFCg`=xbk6m%{TDg zqI=CyEaEHJX{~JmX0bQ^}i%#y72)<6})^_;O3y$ zt|V-ls+ZEAbVPRt<(W%*QAFMtMoN^I4pPGP=#A?f^RN_PNs;-8pnf>bc5X@7&SHhD z;SyLI-)YbW{tok_r1d^Lu+{@o|A(aYK4k0Rf#uE$HhdD6*?c+RZTzD+dsuGp-k2Q0 zJg6gdK%3E<;cLKXbaW!8bSo?Cfwkp_XiFzQK7_=bYsl+QE{FkM4q+T7SSGmt=Bo^~ z@rmh$xw7(nG=%&p?b{DO!qYOY?LNW^Afq4m&RW~fm!2n&viD|@5FD|Io1pGkOM;RW zN8Qb92URj4_0LPmZeByL(nS)MNjm?OupU_d+(iFebFAo}(V8DW9NKEJs6mLeTaV!k zgm+NkWFeRG%Sttj%qs1rn~+&wcBO*MnyNptEWVmhhqXtZ4aec4T!0FW z8B3e(z?Q|ESQecwbMq#I{zemSONT;*mF7Yhq%n=pFAIn^_D~jOo zl!&_$bbDe(tf^}F$vP8G{atu==Yx+8*O>uW|7h?b8a|!gGCExXj)r@{G{*dx4#2>e zA%ig+Lfwtd$Oj*cd=O8f;f7F#Wjz`2*yEDXl9R@huNV(-<%vs%MD_nhwX)r`d<_Rs zY=R=fwB2-Gdk@iYb)A%o4boFK;6}dL+{S7X@l{v~EnCSrRiOSe`j2poT=}rvw<%?e zc-K zn3k(3Z4}3brWZ2&zO$iMA*0Sq6EeBM62lqW3sx@t8K>JLD-8*SgoCSyvBEpj07@&C zgEUreB)ocqj^emF-!0ge(u{o8EHvlSu-OI z-<=Qz2KVu?mw=oT7ygoN{3urApQPac)&HUt<|F9wldxND)cDX8J-QKN7k)9msq%yA zqk|hvfU;6xFyX)#TLzl3Uc8vCf(-#Jb!hUs>_nhv zOWZ&jm}{mImrUjBSKg1N%99iaP;P$$&`7Yj`<|m+jEUtQc9iZ34Nl}eMa=apvAOPv z$_0Df2hvPeV6V%Xsg3B7wFX_KoS30kGF}c;n{a7k9o#s&f^k%Hh2l1xhllI%m!<2b zv#y%?AwPbu9Ne@4l#b;qG!(kvI5Y#8=P>qd*|XL~ad!R6fe8{qStmh|sF_B6E$Qfo z^EGtV7OqQhkfWOx7w(SSEbXL&n_yRL$9?@uW;?P%$%fy}vZQidJ-C?$sQw!=c&=im zMS};9*l?o>V~qQ)C>KgmN=sDyw5@2#5*Y%*K=Rqby_xB$(aFh~G4z&q0rw+{9p*P2 zC{VT&3Ab)(8;)XWGPK+t$8V{W5@RS5dudy$azbMD-?+2D4UQN(T*%gi`ZfhG9udHE z1DS_JIGy2SkuS)wa!#S}2!z8#GiM6YhvrfM4GDuo4BJul(-b7VVP`7S)l%5VX(1bW z*>4#SH6l+NdV7-#pegTJM^hbqR5;yF>*ykxVfC?i!ELm)O%<;;*TXyISVX4aL~yG% z@+r;@9>pT*Lu&8WuMQ(8i-k}qXNLqR)V{`AeFcYyPXA*dLmaHAf}D*sEyOT#agRcH z#p5dEBDXQwot}kt`g)Bxg%o!7Hev*qwaK+%#9?`H0Ogd>>(?L-p@gnL1C{k5>Y>t7 z46~x|Q3|Z+vah;+4J*3t%j0J(AtSar!4Y7-i>}88r8HqsUK&94UzH`|I?mpC(l@dU zQ}Jr;()R9(oHFM$Wj9E2r=(9*0;pYD0;pX+2*)yp$3uB;?(K_ZJ#u}Rz2zQlfW750 z1_qMdqqENEoBYPX4MRZnKawWDfnf+kIHF5B!7r8?Czq0vy ztn_Ji-LhcuS+aiwijorYvo28;cYoHOOlJBD5C4J*=RUd{BLC0MC&?g3{o_%-YG z=18TfxF~EWFgO(}>T%(YZMgk&{##slw{JuJZV7hv=Ejor#8zpXyEOeSXOkTfSeQU1 zgoK69GerxQW_aG=xhDF>rJrk=%Q!9(O2CUto2?bS1C|5qpTr|;5TOuBjsaDEdS@M{ ztWi@}O!X`l4b8YM#DZDsbT_-^BQH>WiS#J2@dMsR@f}XX8Dc!*tGM8n@gbTP+(I^% z5D;)u4>`I=t41z%a$5ct_Dyhb9n3J>H8 zHi1Dj2)R#rXL3?3cC*;E;jB_L)U#SZ4E$yIlKQr)wmhN1 znjSN9bY)c8itBFd^-@k^^q*A~6jrwTuH|cYN54ug_M?;yVF2QL;1w-fQAL62%Tw|E zC&m(vYBzYB1!O0TY^%4{h%X~loJdu$IULuP^6yKn_L?=NOrO(6N$V#)yrTxK7^@Ym z9;*KeoL8L@Dsxb2_(=UxmH7y0EIx*-vcqxFET@_)?N+Dtpi3tv$j4v|Jw=a;sIC=W zj+wM7m5xMmT`F!IJbQQVp`c5T@~aV?5~n{YVRGL;uVhld1NFauQD&yVGAJP$S$rkm z6DiceYP7v>hIaY}70Y#8uKTq4Xi83ERP?!(40caByJ&04;1h``(hdrD3gjc5OoM|u z9c=nb3pWsTK*ee30Ade^;NGaM6~KQjQw!9vAW6KSWD#k+^!3W>n!)tnA{Wh8xYCbM zrudnAJdusgOyQ6_`FORx*Zt9o!DnSaZv4}gB8SvJ>cf~hWsiU7U`Mamt)N7k;a+Sx zwEoFife$ZJohPdcbG`>}#ZmBHyal}eY3EzbH{P>*O`m_f8B1rhQ+K;_>+)p;v+H0V z&yXe*ewVLa_Eei10GE0D7e1Yu9=2zN@?1t% z!0MkPd7c5I_6(RMKF-knxV;O-rLKdwh}J&?W(lbiH79v#n%biuDVD;rIi4omMJR%{!BA^_x)1IbEI#O*()@8a;%E$({ITthSfjw z87n~j)qcWt_tZBVc*E)&c9%Amh!tKURgo$3ko|Y@rnlIWIHBZy(|hjjEu0_gwXdNB zQ(r~F{F_9tICmtvk_?JDSn&>n^}hpi?NJR}6>spAX4PWG4VAD~mXyLn#bLG1D3cRb zg`g7^{!kS)4#4_HRm;^d6t5|t3(>zTs~RGtz^mH7#t;g*geZ?Cb*%vJzvu$rk-6-V z?sI_S!J!QY2@4gLC}BBK2tNo4c!RoLGL)^M74tIa4rY(Z4Xc0ZYt8Mu_;V=u&Z4}K z8!(ud(2K`g#raP_>JU6_9xxttY-RV0J%oM5E`AVafY=Xt!YXrq;o?ZER8bkCks~Z= zcaTlnYr<$(fQA&$CmC-EZmDEa6+TQW!W{iLmeps znl0$)?TP8pxzCnH@7#$<5){A!NrqHFpFS{jAQ}2OE&JWcnVGqzI}@Kw+!>E5QL%2= zP}!pr5v1{*P`=6edlPpTBBlgkxCfJh8OH_Xm>OM}oA`8TYH@O5Vs`Sgh%6zV>mFoz zRAaT8P0id{oSccshOe1|8OJHBSy`15_F8*Y$>5CVi1N(LMfIpqk_L8q93rk-a|7>Y$G^QCwT9!Z>-%-amIWZr1{xG!>8bLDjGa35Q;`Hq3*jJ(^8)l94 zBnD_)M;uqay@rt}!a*RzKJBrMb)On#Ve}e>;ThA5c_z^;md4=l6*XN&+=o2{WsWmI zHg;{p`SEx#4BdtVGHh)_d}Vb$kTwkPjOmzb!}-aHu~^ec*m#w9l!G$-e=F~x zkT<}#5}e@tS-QJ8J+?40GaYr=5Nl}+W*n!Zub0L@jc5{fo%xy-@b+N(%Kd|70-iA) zlQK+=!{;>K8VoU$LMX#OIyN&kJBm%zldq)#lA)i#D!MQ+4V9y?SP#?d5twltyE8sH zzJOie0&dxdLwSf63ZV@DxPEzOd~W=1L@v#&8(lE=?@tcB2(X)q8cW$1&t1A48uSEkF;Uv1LFp_B7fo5dSYzfsUYr`Aj(cN>){4Q5b|vQ6C#YS{9(&r?&Mc^5wT9SL6!5G* zN9`|9ZZ!*#4E=S2h^M=zWkU*j3^u!M>PR%Zj-kzVCTwI71ts%xh3}$sWE?+}Ux<5J>Z&`=X z>)g_8PH7)Pj+SB?<2n1QjDr%wA;v)&r12f24R>jDb{1;) zlWGDXl;IzloEe2SpWiVLp;u-=hJ9MTat5cd$gS-60ve8%qV-#js;3vRoXK z+LYKWhLDFLl$G7#AB=TP@Dwbb!5Jb9o1@dyGYg|UAc|Xmh*?ksG_KS7r*fyUA!b1V&zO$8zm&+1 zA@qg_%NS0$Z_8}ILyXuM%s7s^uL}n_L(I7VDTiKg-WwWSkPQ707!P9oG8n@>I=>)} zhj|5hm{Mm*hJMVU7ZtW4w4M;k@U`>>m2K$KM>^YaM_Hn@4KwPcbrdUC{(@RHbonE_ zO3Pnz&@^=UbLULQ7sZuyV)~Quxmc$df+51P7CPy^ogV)f()5#fAsE6AlS4C>Bl`VJ zT!|r8nheOWwFa{@^AiVG1CM4br~zG~@~#3y)xdxZ`;=nOkAHP>d^+a`GsNyR4`)2* zDDjrYCdWsov4mnNn3#|Kpog$cltCKb+31fn(8t|Bgy%{LqOl##&Uhkib%?nhAQ}2G z_g(SWaR^BpLMgtwtRqMmVn=+NF6(Dq^f2*QpP0EbetR)KP^~ar^?1GQa`a%Z10E^C zvtyQ)IL8pPzljNybae1emQSXNhviNPEW&RCvP7WmNIpTm*t z?avm*$MSp?x3dQF6@ZQTq%yO}&ScK9;0fk&glT-*hWAG2@6C^o$2Q?7XhV-@JV#w$-J8jI@l+@#gZfFZ z3}46k#Ps~^c)GLuAPR#s799x_Ggxs!Cm8R7W%xSku!X-pldHxPj5>oe7HusYrB7oSi-q13w3f$H zo*tg|!QEPk&L#VlXX;CZhz1oNJQWcQ))0amZ>u7T8X|v<)Nwx=ffB5GPviZjwXJ9j zR5YHQ1i8Tb?&59^Uf>MCXebRjA6hHyqT!T@u=2M^cVYfD>*G9Qswh>V0zY_E+7 zqSg2WIC@gc4ZOM(5zVI5G65l>+s4J+VrQ=ZD&xX3!6 zQqh6k>BmdVd{Ux8E+ITrk$546xGcO@ZX_}KKOawynNKJ)-o8UjzNl-HYMe~01lGG~ zYm{e+@wJLoUOdPuOB}Ii$~=YlDdXqHD~uM|kQy|K32N0lS+|EMigPm|0#Aj2HQacH z9`}4GZ`6xPvt?k_^i>UlTNPiZ_tq#A{(ljJMzyCHd>W-`ZAUdvS}q69Sb?=V9|21j z!mtqw!Ksw-n!u#c#&%R*Gb}EkNpyp{ln*85mQXw+u-aT}#&t^)@a3^cV*%vRef97S zW9FDX$FU$*B4^p1_KOZhmrL z_2f&&8Hd&NxNz(1NKp$XEh$MYOlD&+-ebaxpjmj-IHFBjP?Bktz*wJR2-%44AcVSr z8pUA=$(3IwlZMXVWzu6C+Y$MupxGtK^F+Ex$vezUR6(LfJO~Y%z|=ha(s4+rn(;za zu`Fg&aDY@3Cg5gm$T~5|W>l#PGu%F@h-_phq*nHdcSM*ZL{sYK(T(&dN$c%q2d{&N zLi8ZkhydE?q>etyb;Ou7y9w#DYv`wVnXq5Pa#VQzlS2{jLA7m$Zk4^@P z=p`Ij6$dMWca{OBHS*Eb#)_@dAI5bGX|lJqpBT{XwATlk9Bl>oro}L z=-Px3rKNQI1n90?Yz=*_YI=DVzbmu^wJ+Y!r2?BxyTnkODa#pJ(}~Dc&Op zULuRyHfawzU}BPjK@_2C=woMoQXUt2#H-lesP9I^Nuwx**ubrIpDrrrNm4#VqjJ#3 zbVNR4{KQ*plyUW-OnE>2016SGsg7Ft zz$VZG)Kbu`g%3Tz>*aZol(dN-)UpO_Oh+FuJbF>SC#>0fOIpEXPcjP-Eo@lwV5pUIlR%W>gg z=@`DjTPI75V;+tD3bR~7GYaU4fM)fQ_my(W+`&yTLpQ!d4@wTpl9q{tX3QOv9VS=7 z26#|?X4qDIC@4 zd91lA&lA#=6$zXJ6ROQs7z3QG%i7W(ye2gmKpWT5=4O4ZWMw?K`epdWdCWcIP^{yDNC16BBC6$a z*-3)1pcy8F%->sk5>&Kjq!Av*!w!6FF}6}AtioJ+-6cFX-HRPq z4#MaFcDc$aY|M4P_V+2ID=l(b`%QM~{d!Nh+iW-wfUuPx!A2RZSYL z`(lminlTpy(!n!FV(BRBT%si$m^KvPTRWf3zAH5Jfw?T@I7+w+P5oWqj@tUzMr)_h zURtJmLNuliL=ypV=(B_Ej8HWY(Ag@_sWG_0QmK;$H4S^CU?$Xg{yGR-LB` zW{L`3Hml4aaW1Go_U7ll=X3m@k$rxv9=jz}+{LhMbEQ5@JOe+m)!M=f!DTjqB>6U| z;S4_B`5edBdTsEFtSA%`Sp2WrudxVv; zjZekepVom6I=}llVU#%A%Gm`fbmo0AI%MCRIFBxN;eir#jf=r_TWpf{8yZxx3)%bIf0l)b4aa%ku**cT>}Otc=(Hms4xQ#h)8g)Mn}qh za+1{0!N%hZ-1tuVuZkPEB&o6w(s&Q|T+ECa4{xOQTD+@Dx+1mTB0vHtm9@fglm$k! zbvm~m{C-lw>EN2(|3F7~Iz@w0g^Y(L=(DBl7bh`x+P&_g}Ff}p2w?;j`-Rj^4 z_tqAc$!tR#E+GeDxz9*ScFj+3Q>%)kLz2odKsq>7tLG6of2}kNZjcohfNk;E+fJ83 z8q1;WHVmKb*hY5{63B3k==gS%8mwS#q1wEW&-FD2W{

D3OM?34y2i@X!siH+Qc{+%X(6K%M zI=m!Zv~C=jJPq)z7f)v2efPHAIgS$U@7}gMv-V}V48SPn!SIq+B<9hLQ_cv^5E z(t+z_d{&@z1+Tq>qZ4Rr&qJ(T-hu2OR0G2`qVrUo+q}+;s10@=67^ux&>SRg9mxnt zMm&iX;j9%Q1BnWdWNyv!mL57Og-HC|O`GFJUzn6hV>gjFnv9;ZFq{sOG8#}vP)i)F zVMi3TZ4%$$%~%F*oeI9qZgKy4V0@e1cI_1`^?B4CZ_dZEW zh#cl;B*uQivDZt`7;`3{4xNSCw?N~&JW_EdLwJ06Zt)yx_li?IwB!+ zhEq@ys)Kkuv9{~@3eA@!a})Vu*SN=f`EefD@&bmUBj*wFQvZv!qND@Alr@c{4&Hk5 z@Z+-cjid!;z+wjAc-9@=mAe{+xJL)EWfABRfwr2Rc63=Oqsfr8vCs0BE^Ll8`;kA& z(V7;_iQF)!OLoiP|R)m78%89#O(}e7EcE zfi&$k1%Gq4j$)!p{s2X&mV3>ORemie%hGK}9oKTJ72ip^IEainl0tBXs88^k`P*oYAXyF%`kJo0t7JGU-h##rxM+TQK1 zx3(^|+H04uUe0AxhO@VUQyV2vSb<~Nuj8}DcTxy!uACrvC&WGBa1pnulXsqZZxFI( z(t;lza~NSit~7FY%Leu%b12~PG5k9$s}7EpR&LWf7!)}?DE=LSYQqvVzP~lFVI_;g zzA?u9wRU3-UXtxy8QvYJX)v$Xyh)LR#o8Oe7O&4*qcA1p&!kGJ5o0j`^VVzX? z;S$FR&P-xWdZ6<p5i+F@j9^ozby_yCRLpUA#OIkIeT6j-M=}lD#nIzN&qKP(StM zjd-l8utfpO#NI$*o8?os+Pv)WYuO*9-`s^hIGc#{^MkJ4ih3(y(6w7ibY`rDn@~WE zMxOQ(T+tidW-hMjz+SRk%5eG)P!@n7u2Bfc%>ocka&O%tU;E~XvPhxb`Ogk)dtdN4R||te>GqZ zg+6{4{|?Kpf~DxKFi@~a7KOcVmp5FwNY2vtAtcc8W8x($`M~jGxs>MgUA+Vo66nIV zwxW_OVnD{~h0SMEiZ|w+JY-$Qc2{8RuYFu^FW1)^wXxR52BV_jYAbp}^$lERj0gwn z8_1wkXFj&umSJ^N2XOb4BItoSfXid(6Nv5AmOhyhms45sw7ZKDIRAcLgs6K(a*&nNAEM^KVg^ z2Tlyjr3|Mhj3E$9+6RTBjDbaG4r`A|{5u?;1`1F3sKkRokwZaGp^@n!8RDwOv02~d zRon=ApvIw@tSzP-M%36IzTH{J2o3Gz3Gk9h;h)DERomhrF)@b^)>P zeL^LeN8z8F*n){gn46ROd}r)UM&Lqr7*C-gv#KFFw? zXR|eI%pkJ~hu_=6AMy;Ga9KX3ISLv>0=%vOh(z4u@)`BWz!ku9DfF3nMTvSvl@vH} zMc@OK6l74`WAlwj{;LAvdGCM@>+^z8 z8{OUpg&R7zp*KKd=c?0w0Ea-1A>DOg8;rY)h_bOyojuE^yw78wy9pbZ4qoip3>Re9 z4ZAVR;BMG8lgNuRIHz$M_WW)K{sOhdZWCw0O%xmi+AG~2rcBg$1A9fXSg$NFf7mN3 zOA7~G16OmocFWoc;Zy)bwZQh-lnQsfu7kik&8Te}CS+9c!7 zWu_7Bi5&!ChpgIPPiQ9Pxo{sC!A`(U18FKmvc|+ikh=)~t%^3%-z&6kHfnd&4DaT& z2bJm7+TLxWe(6%qGFS(U*%zEm2xf};-CRaD;fc}WUg?9q%U;Z>3@_aYFl%oAR0}p{ zh=tkda$IyS<3u3e8x>1UKA-ZPh<0YI)w%4KG-=~nRPOPZ3X6P6R^@ql3_CE{W!@%e z?T)WzYfHNSe3lmnkek@GiCtN5|wirjcyrwS8~`vGGo&Z*>w#|R9ooXUEyI1i9_FFBXXrY!Geql2a*F(TL`sJ%VeSgWt>*3@cx zk@OcroGj2lBuTEPl_JZng?V{&izj;zT-FAd zb>Jur;+fXop52|Dkjf)ct%(HaW4&!>AC2mMEv4>3W@UfAIGX3h_?nwSomQ{C(qJ(n z)}$$vIg_KNX9>>wiE-J^ z{i3Q@Oy6Qo<$r~eQBDxYoEGu!yEU0^yv8Il@?4g;fhdHl`>A(HR;%~8VcAG)Zq-I{ z4H%JuLj71;K7cVv5LLWFs+454E+026D}kJTkJVrb8+-R%5+eqw3bB%f7BG7Wm|Qj` zyp$2rJeW0rbheW>vJHSYBQ^uM9^Y#0P`^wT*jX7YrxxSl9lW-J*L2phey&jq?%b-4 zb~>=iHekAJZ8uk>_g^aFEI}1$;cO}1NZ(3n4l9a>&@z2-?=meI8TtbOX{|qYAnsZ_ zacflUtqU2I`0dK!U&GpYUx`3}^g;a_mvN+%zY|fh;mC3*;RPH3A-~MEdyri)#ntYP zewCelf3{ikVP5Jy5oTjn>q@9NPgLC zMuq?0y+?-rTtQ#_xLw~~$Dzg|Uh~U##MVAX`0L^-SFus`8I<5PUDWQj#U9b!*u{{4 zi1Gf_9^%5Az>|Jx(maSGmDt8OpdWlD<@?|}-}=e>>$|mP$J$A(j)djV+T4Ynwuu

eUJpQkX~4F92N}zG`CvRlC>P z8ChsierP3D^kgj}8CVI+r8IBO>hWAQa&$jP?L<4}Dp{>!J+xaajt5sv@+jl0WAcd> zLO+ybL3U)MI_=scJ5-OVSg{Sw=d-p94&%{`3$5D6J>CY%sO*S0x7H1$%JM1I%XTC9b*ZMo z*EZb|4%+vGgV<=Tt>wjCg;0+&SsPC}jGFJe3(?QuFWhuiH;)y3 zpGICc1Y#ra2{ZEM+o#vY(eCn<{S{m@X~91f%-Y>XcV*ovT3a|tnQORxaR&+*r}P5m zlFMg%QA(;4s^yfZVinC7Wztf-quLO;bnMw8Q)X{Dtr+-u33r7|&gWD57xtuQH4!aQ z^ry>Lx~;2GTUV@WVIF0X{I!wVDE2W3au3bVPczK0tMHuTTx-|2I*df&+;`3z&eD>G zSzn4uP_fZ3=G1b$n_<E!06v%TJY%%X|vwkT8c|h(c1ZZ z%71Zb$>9h)Hkb&#NqfID9Mu|IkDBe4ypPV-f7YX{_BJSKlY4YDZPE66QX_U`z%>$pTPwt+Z7?y$}e`+D<1Oq4L}nMax4<-dh$ z4o*;_3GBd14Y%xxyLaUy{xMdg1zhx$6TYzU-cOeOQ6^=6O}3`kMHWsa=Ns)uIN24x zGd^p3Wxe?bEgcQ63R6NMqw>BgzBk;^*}_IE&!~sTsP=QJbfb|lr!1dR-m}lr(7Yjl zeKSX{9!TJVCA>u38)KdKa#sgBy=6XF$3u@?4-`D`E983C8t}H)V!bCm{8Faz2M-XD z0BR@5@q$NAfZ~a2&1t5kjoh>(rb+VjXcALjsRuVXCd8xi_3~&kGVkX~vF$ zU>GDwG@F*?W&Kzz%EV>aVZ4wvGAiF}jo>H`QZN7d+0A6)3_y!;p2xTbJI z=knC6jYrXRt1#e}WL3K7?r;Htr4mw7b{*D^U@TM?Ki%qXv~ush@1wFFK-rIu6A>aC zkRW_9U(U>NI;!bM>CKxVcuI4=v0`1 zD;U9(G;vWkSxoqL@&;Bg~DQ@F6HRA<|efBM|;qA>z&x(un$`1Roe6ZnvEMR z3;2^XZoG81at~RiE}h7yL~qNW!RO+7rAue9Ql9h;gA1wak{}-fAVQk_@-NvTSx;QIl)jGuQ_ zn(>)b!hp4WN;G1hrDE`}fh$P2w%q9MG#Xnq{!!0bM(4*SWXqOyDj%eYFDj;06SPahy*8v!N^V%;ySOa z#X~xw&d8$7Z{wdriv21*gFl8`+QD^c@jsv&axJ(x;`ipr)Q!bL!p=}KDeb%RL5Ssq zU>V*;xURx`ByQt6_VI*Tgru?=^LlS9Uf)ufnMs+yu)+_*ECvZ$A>=ExuSwyI4Tied zwKau}nUw9?3O@+j6#mh`C-{4BWIbuSbhzL>=7t!rd**s~Gd_7v>D^7c+;U@Ob5+R0 z5lveF!lrXGjymhkpXVoywsSa<0(kom1xqx66YM|Cqb=~72qx~vWk@-O8keTpN@i{H za*Dr(!%3*}CWuIvOBvsBpQPSngp03|S5oJ;g^ARyZKZyd)U9o$-rR;!%dEWo3q^n&Zw%INa@n;MH*;T0 zNxTt;x`$a9W!PiwbY+wQ=T{AYwA!8AErb-As`<1qmkh_+LtQpIeyx@t)W8J8w-mvf z+bQnRckug&Mq+}wJHJS2#Mp$@_SxQih;M7L{BrMd=g{YGlK zX!lNJw$n1lXjXd4q`#HM4~IMf3gIu(hP-9f;$Y>G;tLjgm z+h*&&xPr?WLNm`Rw=L}KU}RZsG`2Al@E1nVmvcR-vEN_vZ#Wl^+8*T}w7=ABT2sgq zK@oZ!tizoUf*+on4>7n@f6G)3);iO0+PmBFwjf2rVJ78%XN4bx*<4%bF|e}UfJTRt z>&F<~oep15l!|8yJ+sB8?v&M5aw+wNG5G{9A#oNAH+_Ely3&aa%qi+q=aCY;f!uE7 z%zq+xCvY+@?%vY3>YmQ#%xYD1%}uG5u9;oU$40>kTM3^7!L>pe`VSg_F&nH+VH z#T|Ew91Zent6X-4x+Hi~v{<^xW*ehU3szc|?fOGd+Lao2H1m_nljYU&yg1h5ccy6udbTu!m#*C2n9dz4*a^}# z$f~3-2VY4W++oCl-~ib#W&B}rS|luGKBH0|6^aFMe#cPr3L}13jQW$HFj_u^|6cnn z)q%E(qe*@xlbun8YOWTb_TpuAIW}J>h!M=H+@;;F8ON<^-%UYNdI3T7W2|c>P@?@je9r6`okf)5^EUT6afez)!kZ8E% z(AtohlGVNW;6Yv^N~yccrW|jtx{p%#dyNe!039bjq5VVuM(eLOHlTsBn%RhI#)@#t zh-%seY*0G6eW%%>C&wnPsXKd$`Wo?l65EM-QO&DU?jk9+1fgI^5JzENt@rEmtq0wm zIxPC`;*t$BlqsV@l`{c>KcGF(2O)WifUu0pe2t|MBsYbj`O1wZ4)VrJw$&-G*MR)hV@`1e)L`^PxTzQXrtLDx!WI{>TM`4O{eXx$rRW5*8av!+7T8y_` z>D+g>oZ)#(Hs6fQ2HnH`MJ9D_Vz|FxN6y76wg)6nj2J`9q!T0l+pU_a?)RkX7RG}U z!>yJDe}GUI$s4n^qi@??RE^&JH2S&{qYW7IX<&5i|hFrAPn^rWnJ zQr9bfZh(4w5Eu$9TEjLhrBt;PY4u&#> zs(6B zd`_daLz~=vWW9eE_o8Nw+cTvXEu%H3Uk!|1nllp={Jj|E_B&iGqY`~A$0kIQcICAM z99rNkidHczlnBY}c#Z)XD4!YPG4wGzYSMBocI&MO`jO?(@_cd4U4_a8>&8VLu@G6< zM?bFcz#A^@>~~zbTuOPxeUkc*;rw+MwQ_o=*&=!IN5rOG5Mrl$sfFx3z>CTN=s^pU zX468vt{zlny(HS-V(f)I~+=|1S5+QzleVd zFSU?0yqK^pjzBz5U_)p1gL`At$|?0j9;Nxh8vZRjp&lz=%F-Hj>UzDio)?qA88nnM zn=+2*M@I@r7TB5j6&8JtW8Em>OmYo|R}m{-xx?Oj`x{YZ6O=p2q};E{2VusBeY+-? zBx2uJ->~bO^;k|MG%WKd)d&2yFny)5+gKgBhbq#3h6T1Z<&1&6NxV*DrM{LFcB^c* zL*bdijz^`G9Ybx?DY5r(+SXp6*Thu4{Sc#Qvd$@lhX&NIfIaNZ1tqk*Oc_f0BmPb_zGK*J}x-ZN5WIX)Pv|L+qx_4@?xU5=$m!(kdtE^Yt zXQ{cDKg|zr#)o+c5`cM>=)9as=a$H5}&c_8fRi^boN@AChZlh=H}Y^YP=^(P~2TEWxVJ<3E>^a>w{wlTm`V~(p`We z3db}k6%L3nEd1&Yu@SXi!s?DJ%K19}DTHpDDQx%(ij}E0&b;6?YWK(d;+vql`;5x` zj{idVsa@ckFa$m-?0&=Q`n9)szc^v-l}t+f5~=hQd)`b~lP)wzJdAM35%!L#ae*;# z7`bf9hGrBLH;nY(8$7-ZZk>1s6j9z0I3?mta6qwqO8Tmsa|pnK?WVh%DNBl~R=M^> zOxTDosXdWN$&Q1}N0lYC-{0gepeO8ang;q#vn4Ht%YzvHvhSk8!uwtn)p9vIFvDcS z(*iX`HA)$tmQicx`sFF+~Ed) zAjdnRK{k9e2Hu26*RWWA>G(Pfgi%K%NOtDY!o0?ROF4dMer6gvnH=fLNQO5Mk9W!D zH<%9_yYvo?2!S+czG^n*d`mwHEnO~5Gf;`4f0iZEPg|Tah$x`YuY7O>TrvV*b;`g&!}`4{TEW%IgB?PP}RlWNY7i@@$xrPS-;ZpQPtdnov_lm zT*~~m`y{kZRH^yRt|n6tvA8O}f6F4R0dP?NYBr^QOFs&?MM8tQgvUd>GNfH6aAbLf z)F9vo4v+h&-4hhjICs_r;x`8!keE?%+*cZEodxkX`VGq8Fb=izgd6?&{92ed^WR6s z@nqrD-uUKbJ!*)Asm(mfIKqDm3y%^kyiMkHGWoTs(Re@XhXJ;;Fi`K?`mNcN|9$-^ zMVP_{d1k)$5e?t#v4Hosy-3o~b7{F1-@gU$ppmHAvfR@4qj-qyfYkjVoe5hfkiP3DAJ-^2y_;m~? z5%G9S80^fWHU0wstqlxy9-rc?o8Lh%k3-vsZ7 zoYfWQ=28Eq)D?M@^+J5^9vUveqK)lK;%mE$cK(dS$w zx2fhzyVZfyFZ5oRLU6GTrz<>IWj%v3JX&eTTco5iFjrOvev&dEH28zwMor%W))Qau zx~JxApCD|1t<6W*@Dwo0;C-pwiLe)2QJW|DQsuI1sYY^NOYu}Tj?mx^Uw6H4*z8Dv z1iuzw&qy!-s2o5Y)c2ZA`7b!Zh;8E?UctBrg%IkWsPumOjU4S*J|t`xC6khTK|V;; z+`nXM=@v)X{9bBn|32)}Fw8 z>0FE^)7Dn;BsQf%T{bO2O;My2)6+2Up`NlI4-R9qKGaM5p-z`V>9Q&1MR@-3>c6AZ zxOnwtdLzMKl!GXA8V$J_L2uvV#}Qa{r;QIHYYJi|6ke9jW2BmDw=BI7I~fIP^)% zFwlHjl(%O1x%RQULyDu}+>;aT3QKM&)6<=B#wRRgE|>DY;XZ}6S2KeA0fB%uRHdKm z?4m%-ZbRFLrwfFYg zlw>s&fTGnerG{BnEx^030D|V)*V|mRXqc}Ijmaw&sJzz);Mj^W9S-0GeLym0RR@A_ zM(Z>V;&CIGzw{=kYy>}CqeE{*3%G$J*kx1VH@DqKq1M?M+_-ff!@JRnVR0TK;sjA) z`IPww?XytVGMUxmE@ESs0^EKgx(c3LPAZhkr-iz1I8rFR zZQ=Yrogh&w$)~kT^2-v%e7l9e?0a+Ia%m~P;6AxNnVG#>rZ8n=uhnVBMwpbb$4tuh z-Zno78Rf}l3pebzYGWmvotdBb)Rs~2Wt+|U?KaldXdI->dC8^ZuWrjHVHf$rh(@qM z%C|YwHq=JS)QAr-0|&gzriAAMnTcHm0o`QIL~}R3sFHAWvE8+}6|do+uHQP1-fC+E znuojbANk&ATsyI)K80(?!co1lz2m}Bu}a?ii&Mk=lDv!K_U;n8ltFT$)=O}4%yMc2 zzLR|;6@}6h2H$Z{9hA+B-Ia~yeV+|)OD?5;%YAa~>-^5;?pJNOjW^4ncLcVHY<}$G zl2ladl=;C-%6fB~AKVCyo}+bcGH?Z#&3kK$A{uw0Hnw%fP-B>Ck>;aMe z$+vki+-*XeOD1J`!})?y6BtEnTF6%H{oNm=+oP&|qt}AW*l*QbE+zfYeUc`1cN>FK zHh0w$zd)3?5s^;fbZHBbmx+i9j02?omc!-Ja$Izuq#S+;+II3p|D^j{wt(MA#gO}s=jWYU1g^i5nRpz zJI@Pq;q}u97nR!iB!qQ{{-6hy4u~P7P8_C5@VWBlZqX ze&dxhfn72w`wQ|x*vBQ{ynOEEpAbNVR_G(KY7c}#!%ed(*O&F9u=xp%FX?O>PiSd# zm<{R@O~lwk5#DJq%waSD6GXVnrR90keUjqbufw?%ZB4%tJZK;n-Q74~d;9Ykmm`0r zJK?z9XH@Qs{tKZGUN#`RGyNiVCyGRVFIBk@dK3$rlv+zJWq!k92yMK(47R%QAX`UC zqLxk>WXz{Vb#C4wFV*AV>eCS$#R@H$oP1MKU*Ru? zSgSOf^3?QW##CZG&pLB!bqEK{j^t9px7;V;3mh=j`4a0EWVCF#W!D6m$8;&g(;+Z@^`zaWx_Z+Q0?MWmDekisJhG z_6Q#expL|KOa+sQ&wq82Q_c35GK>92w$q6XQ3)GaWKsTi@K51hn4G^nKR;R9;jM8! zK+tCk0!PuTxe*C1s(DItBahO)K}U1p6`LC^4_pfQE!05hXt?7fwe;I){t5OXzTq7X zwS;YSmQ%^!&%Ti&L?=bT-%J~mf_O!=(_JmPML`!Qux<#;Kml^l!k&yi;{j5uSG%o^7rV7*n1(VeJ!VQzvGyQm31-ZZf)L`X%>IL zF|x(&4XfQ7LcbDko~&!zz{qGhvf!|QAXYqwV=N{*Fu11;Yy+9Kfqw}lYWtKn@Hw?0 zZ)ESRNMW)^R&uv1yjI`oZPj}bZ;HypOiKBtAPC!B?ACxI=i2CEW*7=8Oa-j5np5bL zDr`BG{VaUD6{{AUwq~6xVHu+OrHpCGr4%2y&<;|=F$)3gTvEgzTUE>4u~Rm2cQ@s> zW>kihiL3dv6xUG-ck7dLE3=(gQO3kjYgvHczW_i?o9hLjv| zWoj4a6kNB^31T~mq*u0^*zGv=ENX?6-GpV-X1If5I3y_y?75F{N)UMOy55kMh!w)z zE;|?@9k_u;OQOK#QWG#jq&3G9kf;7+KMgD3FE@@Dfeaj zEbLU@IyD!Ppg$mhJmoG>bUMlHfi{tGF@g5UCi?SogBG*h{AEKY$e?#0 zcd1B5HB9PVmrrZ?y}SWH934!!yDRD`6&u>CFo4WIEE~%5tZrU?N*T(Q(UaR3j$J;L zd%=0FSlskNwJoJ_;o7H^Z%AxjE-MT8(qt)XiXmi=KCm~v%w&dUJdhG(rpu+IH{BFGxPXP(77Z;_W#D{u*?i}^k5X&Z8~i4hcTW~pHZD72A6Boc2#BE8f@kO|2WM1@ zgs^&L7+R!}vcF0B=9RD}bMJn0711C#3cP*Va&~j4(FykHAgh++?cgh+ANN7PcZ6Cl z1JqpO6pN4>2>U5QHX?ixy6%0Wg@?Qt3a@L72-aR!FRwXwTMrxYHLnECSu$yr-ds6`dsV`RIZl3E z!?MAz9@-fIH^gXqM3>g%0r%QUCUBWc!jFZ5FGb*5MlHz)K9HG|W){23E=z+Q9G-ZB z-U6p{iAwK(7f%AhQA*{GoKr?%meqGg_Epd}o8ps?dqKQE=E6XsGrT1Ri+wZ*67+gx zQOYk;RS?;4ehaEM_){Sn^_l4JwYxc=f)vp&xs>w7u6%N=?w|SuMQ(zLg(B?UltIQ! zO7tbMmS2-TKld+5a(TA~GSS1x&mWl5>Ev24LDIrBvJ!jpGuv9gLiBCJ`$&<(OG zT`l-ZS{xf8S-0;5-YH&F!;cYJD5r}i2rtX0q_5j&W9;JgrrupO6E0_~kFR3C$9)q7 zE(|N35ML$AtR;9e`cjHPXuahgUX=F1ucI6zK8$%-n1tZh!O3l2T!-T527aP4cbmo2g$hllf^9A?Gb@kk&zo=)o zgjgkiNT4|-igeV^35Nt>UgiG2@H;7i55sBq3UIEA=RM_`lK!~efa?mzcuBd$STtn0 zB(Ik1U8QoyCyMb|I^x$B=O(%9=Q~2M4YjuH49;Ke%@r{md3Lni^=BkkD3`oYq{kv7sLv8!lPzI1TEf3@h?(D*J4iLX_L2esS6Do zrSiLsUTh#u*k$z0I{H?x=NdvT@jHuvduq1Va~JzFyGS-4d(C|xD)o@Z4+{KSSQi&3 z?pVML?&}aHfX$9!F?V;YcI|^JS6ENai=*23v8Mz%z&y%(k^dH67ZMr^EVgiun(Zz_ z#^G;GoC$M1l0Nrq0baV`V2BS`64nCCr|d7=XDPvb2U=GGlA{$+uH5eH8Ke}8tEy9O8?xU;vJYEi7WT;2Rpc9ETXJf5~Te3l@B9_Fj z@Q+v9L#*&FmzLvA_eqLTbjSSk&YT=YlhyBi;2s;bf5P5}9<>ZYhd>wfpbd8sh4=%RjXe4#&v7!y+ zl#zsNT81}R27D|u(){SBSHv4!JyfDTll<81Qb>oYUg97MvWHC(d@aSf9o({Y{v)HG zde1NpY_EN4B`(qRH&>(t?K94;C6exEiSSnkD`lFno1ju4^O)B*^4mf~q$gdxWF>41 zqs&^GFWQ$Vk$}4XLVI}08VgSpIu}1HVfkWJeF&|0-6tVJJ?Cb})L}_PxQp!=Zk58y z6Qv~XWm@I4%v$-kv|P%`T?q;_!V>9MP(=~&Gnfj<<^CjmT2 zNN6@K!WZ?Ul;J+Ys<{)5uT9KGq~4Z_pKHXyP&g#mQhi1xzU03UY8O+(2Az9T;A^>> z`_0EU^V&m#R?a+1eUbkbRywxZ*(7(ru$XfHDZUyEtju9|2v5G??UHzTkl>`9TbD1x zZibuU?hZ_=y>|KPW&OEwox2B@uojMaX+NA)B%nU;m2$kGjcqqnxus5bvm1+)ig;Cf zEZ!LOPUYR<>ifDy4%&n($2aW4=>>ut`w^R?LM$MrC;ME|etRizisk zyp+BB+374_$=s{hM&$D;-5IKt4k^5h7W^7MAj!%{E}L?^LJpN+K3LzJZ4TIB7s8A| zc+60)RIKpjxs|;TaP!6N=jvs@b-$@hQE>(6b~9~@J_m1?^MfPSlbFEw-QA8&o8vLM}#0}Iy{4iL0gOzcA1{KTdO&f zam5TNWK^odqXvYL6T>44c`Tb#;h9n4FWg^OoA+n9dQ~Htz=G_wFOt0^7`9-=3r*@a|dwkHi=X^fOfB3<| z85Ir{v81d}_V>uH%%^ySLoZrGMGKztS;WL1Ga=tz3QI1VGCVsjuRY3o>J97CniqTq zd*oQ2J&xM5VyczrR@N(MM95>W==`D_%?6P?z2qJTiYlElh=RPzcY1=)M@g+_x?>~lh2P9pob9=&o(+t|mArYYVPh8>ZKC1^mnnHbNi6tSfF zl=je6cIul=SlkH6tJ?VezzOTJS%q%HH{t;V5Cki1{9Wh;^CdCGvkJM~SE5msQX$Q! zw3i0c$`$~JV2GtB# zN^?P{8ZHU;u;m5KqCE8sf+OzNh)5fainsS3i#~&bzqBYbS}Ewyf$(c9O&oi6JYWL zI*{gSzBbo}pt&}X=31WS`VchN2hv>6)7%(>=Egvp8+n=!hoJdzAkBv{&DA014f2%I zO!#?2)M(yZy|n*%gFFLia`WcurTxzvSZ4?SI}N&p?{oyt#U5|MLcU2GZo_ z&DBf$pEt-ekR~^8u3p;zyg{CUG`V?m_0s<54e|`6k$H30i_R6??q5R?y!et-g-by( zr&1mn^H7*FC;jh=N=C&-D$b?I*zA|BYM7b5{s}0Nx2|+sS06MVV<+)TzWsLpY1l9} zVz1c*H+o_S-|HT2!~uQ%Z@&Gx&!I|(Xa;C^W5qqeo39jEp$z*dV|-z6j}2=iEq`!t zg$a7T#O^7B573O^ndROCc$Gxx73QQ$bcbZfPpvj{S8Q($S8BmA)Mpy{AV8YXbg+Mhb_57GUP*Ws$JPxjlBbhob3kXvGFG75?=iyD^x?y9FJw_ zPm38YYV0A`8V6*!&tRjAIA#&>ux;&-4Ebmi`)V9O~OGuJe+JPf*Rjb8?D@`Jmh*IIEMOpyuuN6Z^cPg)nZH-!#sk!`gIpf zF>H|`TRsE(vCn_*dp^hi8PPHPZM}u_h`eAQ9j@_1IOF&^xp0Ixhl2)+AwIR0zg{_H zM+%Oi9@=VceY4Sy-y0lKco~#oA46nFMg(ftbFNE6wsQz)9EV->mfWKSLkdWbW#~`C zuP=9#a!3K`fHGX(<%=fJu($%`apk7RLEt(d!#&cj?<^G;iy^0G24?urv>U6v+_lXi z7Ys!Tka3h2dqNM5EJ%iY2qS|pH$|;Iak9vyQC8`0v~cd zhH%D#9W6}h^){R*+qp?OHk=5I0gdMn0-G#hYZTRE$ksO~!+yGp5P|W*_>i;H0U7Rb z95lcq1EQdwQ*mz(*EA8Hu{`bWh=xn(u%(w?N} z$&e54bm)$fdm3@b^}%Bq`ZJFaG8L~shmAdCxfRKfk3OcWuzP4BL?2So4bY6?^K>{2 zp@&rA2&0(2-j95{(|=a9|IRjU4nM}Cfx}IDB+|I`^}hyN6#x6z@!zliEhc}P$=_x2 z_n7@xX9OnxzwU&`c{G5KL8znsahVDc-O{0Ng@#pG8r`87;_Et6lz7Ccl=+uVeD-nfwMOKg#6WOn#inZ)EZlOnx(ypJeh=On#clZ(;IV znfx{;zn#hNVDdYe{4OTHo5}BC@-s|+FO#2T^81+lekOl_$sc6$hnW0fCVzy-ih@^hGcp2^cpo?&vB$q^>Um>g$vlF2D1XPBI2a-PYv zOrB%%Jd+ohyu{=cCa*H7F?o&2>rCEY^1V#nVseqmJ51hVGQ#9CllPfiVRDtpbtX5M z++^|*lka2lB_=<>@a!E z5tCoS_bS|{YRefk|#Aa;4Hf+aE?7|-G z#eN*XAsoh09K#8m#A%$tIh@BuT*4Jx#dX}kE!@Uk+`|Jr#A7_cGd#yjyuus2#e00f zCw#_Ne8Ug?#BcmTz%+jegdhlt;0S?G2#v4^hX{y>$cTbyh>nw!YG1bD2|dSg)%6M@~D7HsEn$ph8n1e z+NgtisE>wdgeGW;=4gRdXpOdLhYsk7&gg<}=#HM~g+Azu{uqEk7>uD9h7lNv(HMhq z7>|jVgejPc>6n38n2ouZhXq)O#aM!+Scc_TfmK+IwOEJs*nmygjIG#)9oUK8*n@r8 zkApabBRGoVIDu0*jk7q13%H2OxPoiAj+?lJJGhJccz{QEjHh^p7kG)+c!PI%kB|6- zFZhb@_<>*ejR0x?5)gqA1i=s-ArT5;5EkJP0g(_HQ4tL>5EHQx2k{Ue36Tg%kQB+0 z0;!N1X^{>YkP(@Y1=)}tIgtx_kQez;0EJK(MNteTP!gq42IWv56;TOQP!-it1GP{a zbx{uu&=8H$1kKPKEzt^X&=&2{0iDnpUC|9a&=bAU2mR0=12G6gFciZv0;4b*V=)dB zFcFh61=BDcGcgNuFcu3Z+pNg4(-tqozMkc(H%X|3%$`7{V)InF&INI48t)Jqc8?zF&+~z z36n7u(=Y=wF&lF*5A(4Qi?9U$U>W|!3arFxtid|`hYi?>&Der%*p8jpg+17d{WyR_ zIEh7&l6(>Q~3IFF0Cge$m;>$rhixQ)BGhX;6w$9RHgc#fBNg*SMM_xONM_>8ak zh9CHe-}r-o>HiW4K@b$d5dxtQ8etI*5fBlP5e3l@9WfCLaS#{rkpPL17)g-~DUcGW zkp}6I9vP7dS&$XkkpsDq8+nlr1yB%$Q3S9uqMM zQ!o|NF$1$O8*?!a3$PH2u>?!849l?stFRhtu@3980h_QHTd@s0uoJtn2m7!e2XP2T za1_UJ0;g~qXK@Y}a1obr1=nyLH*pJha2NOS0FUq(Pw@;d@Di`_2Ji45AMpua@D<np$odAJ9?lOdZRD;VE_hVFos|lhGQf~VGPD%JSJcgCSxk5 zVFqSmHs)X+=3^liVF~`hGW?4bSc%nGgLU{18?X_Zu?5?(9XqiLd$1S#aR7&K7)Nmo zCvXy{aR%pb9v5*5S8x^AaRaw-8+UOJ5AYC=@dVHC953+-Z}1lH@d2Ok8DH@YKkyU3 z@dp7j{Us2BASi+(1VSM+!Xg|ZAR;0o3Zfx8Vj>peATHt~0TLlGk|G&WASF^G4bmY! zG9nYQAS<#X2XY}d@**D!pdbpP2#TRNN}?3Xpe)Lx0xF?0s-hZdpeAag4(g#k8ln-J zpedT81zMps+M*pgpd&h?3%a2@dZHKlpfCDk00v<&hGG~-U?fIk48~zRCSnq%U@E3# z24-P4=3*WeU?CP`36^3RmSY80VKvrb9oAz5HeoZiVjFf~Cw5~G_F+E`;t-DDD30R< zPT@4p;v6pEA}-?!uHiav;uh}UF7D$29^o;b;u&7xC0^qV-r+qy;uF5$E573ge&II) zWd2J)1V#`9LvVydD1<>+ghvEKLS#fmG{itm#6}#%LwqDeA|ydlBu5IQLTaQ%I%Ggb zWJVTbLw4juF62R8>MqI>00whFYBtbGHM@pnZ8l**fWI!fl zMpk4)4&+2`vbuOu!^e##Bth49vuA z%)va&$3iT^68wW@_!ld%605NW>+l~oU?VnT3$|f9c48OyU@!LL01n|Wj^Y?j;3Q7t z49?*^F5(id;3}@;25#Xt?&2OE;2|F437+9OUg8zr;4R+c13uw1zTz8x;3t0L4+3WW zOCSV6Py|N^ghFV9ML0x2L_|guL_>7ML@dNXT*OBLBtl{&MKYv7N~A^_q(gdSL?&eU zOV?Ie|LUM8yOa~TkOz5@9|cedg;5m6Py!`U8f8!pfti^v=kB!)bE!c|f*nwTxjlI~112~AoID%t1 zj*~crGdPR$xPVKzjH|eY8@P$vxPyDRkB4}KCwPkIc!5`VjkkD*5BP}B_=0cvj-U92 zKM0WRFM$vkK@kig5E7vg2H_AM5fKSd5Eao81F;YraS;y*kPwNH1j&#bDUk|kkQV8Y z0hy2)S&c0;NzIW&hH(Rk^?VsuiS4sEn$ph8n1e+Ngti zsE>wdgeGW;=4gRdXpOdLhYsk7&gg<}=#HM~g+Azu{uqEk7>uD9h7lNv(HMhq7>|jV zgejPc>6n38n2ouZhXq)O#aM!+Scc_TfmK+IwOEJs*nmygjIG#)9oUK8*n@r8kApab zBRGoVIDu0*jk7q13%H2OxPoiAj+?lJJGhJccz{QL>Dub?Up@X)={a8D6<*^l-r)m2 z;xoSB8@}Twe&G)SWdBPb1V&Ht+dSpN*WJXqGLk{FbZsb8e(0W%w5>uoA1W2J7%2Hee$*V+*!nJ9c6h_Fyme z;{XofFplCFPT(X?;|$K>JTBrAuHY)J;|6ZwHtymc9^fG!;|ZSOIbPxw-rz0X;{!h7 zGrr;*e&8p5;|~Jn_)8!JK~Mxo2!ujtghe<+Ktx1F6huRG#6&E_L0rT~0wh9WBtvVs zOvEHi!BkAg49vo8%*8w`z(Op>5-i0sEXNA0!fLF=I;_VAY{F)2#Ww7~PVB}W?8AN> z#33BPQ5?q!oWg0G#W`HSMO?-eT*GzT#4X&xUEIe5Ji=o<#WTFXOT5M#yu*8Z#3y{g zSA540{K9Vp$oZFm2#g>IhTsT^PzZyt2#*Megvf}BXo!KBh>bXihxkZ{L`Z_9NRAXp zh15ukbjW~=$c!w=hV00RT*!mG$d3Xjgu*C_Vkm)uY=#4(;hyECdK^TIe7>*Gbh0z#`ahQOK zn2afyhUu7zS(t;ln2!ZmgvIy=OYtw3V!d0fCHT*g&g!wuZTZQQ{<+{Z&a!V^5jbG*PSyvAF+!v}oCXMDl8 zzjST&{jZkDpVDvqLBL#p34|aBir@%=Pza5%2!{xWh{%Y7Xo!xOh=n+ai}*-@L`aOJ zNQM+hiPT7gbV!ek$b>A&itNaNT*!^Q$cF+bh{7m>VknN1D1|a8i}I*|N~nygsD>J- ziQ1@xdZ>?vXoMzcisop6R%ng3Xon8yh|cJOZs?Al=!HJ$i~bmZK^Tmo7={rTiP0E? zaTt$@n1m^qis_hvS(uHvn1=;eh{affrC5gLSbZ_1J(-*o>{%h8@_6-PnVD z*pGuagd;eL<2Zp+IE}M7hYPrf%eaDTxQ?5+g*&*5`*?syc#Nlbh8K8=*LZ_>c#n_x zgfIAt@A!dV_>BO${}K>^5d^^y93c@3VGtJK5do198Bq}pF%T265eM-Q9|@5NNstuD zkpiiZ8flRZ8ITc~kpQd7)4PGB~TKjQ3mBu9u-juRZtbxQ3JJ5 z8+B0+4bTvc(FD!V94*lbZO|6&(E**%8C}s0JF#@A78e=gI z6EG2zF$L2w9WyZtb1)b4u>gy(82?}?{>5^v#44=8TKtFg*oaNog00w&9oU84*o%EQ zfP*-UBRGcRIEhm@gR?k~3%G>KxQc7Ift$FEJGh7Yc!)=Mf~RT*o8gVi~Tr& zLpY41IEE8AiPJcPb2yKSxP&XXitD(6Teyw8xQ7RLh{t$>XLyd6c!f83i}(0|Pxy?l z_=X?&iQo8xfO-EC2tg1O!4U$X5E@|-4iOL$kr4&a5FIfQ3vmz^@sR+DkQhmk3@MNj zsgVZhkRBP430aU8*^vXekQ;fC4+T&Vg;4~>P#h&u3T03hC&g4js@DozVr|&>cO|3w_WR{V@Q8Fc?EI3?ncSqcH~KFdh>z z2~#i?(=h|HFdK6*4-2pmi?IYtu?)+x0;{kZYq1XNu>qT~8C$UpJFpYGu?PFG9|v&= zM{pF!aRR4s8fS417jO}maRt|K9XD|ccW@W?@c@tT7*FvGFYpqt@doek9v|@uU+@** z@dLl`8v*kDB_IML2!bIvLLwBxAS}Wo0wN(Yq9Ph%ASPlX4&os`5+V_jASsd~1yUh3 z(jpx)AR{s(3$h_Qav~SY^SR zpdlKg37VlfTA~%&pe@>?13IBIx}qC;peK5x5Bi}$24WC~U?_%T1V&*r#$p^MU?L`C z3Z`K?W?~lRU@qok0Ty8~{=riGi{)5}Rak?y_z&x`5u30DTd^HGunW7f7yEDk2XPoj za16(B5~pwmXK@}Ea0!=j71wYBH*p(xa1ZzK5RdQ#Pw^Zt@CvW-7Vq!@AMqJq@D1Pb z6Tk2W0rLMP5CS78f*}M#A~eDv9Ks_aA|VQ*B06Fq7GfhV;voSNA~BL68ImIe@BLqSrG{PbrA|N6nBMPD+I$|Og;vg>KBLNa2F_Iz~QXnN#BMs6a zJu)H_vLGw6BL{LJH}WDM3ZNhgqX>$jI7*@v%AhRDqXH_SGOD5)YM>@+qYmn!J{qDC znxH9~qXk-_HQJ&bI-nyuqYJvBJ9?rQ`k*iRV*mzWFot3nMqngHV+_V&JSJiireG?j zV+LknHs)d;7GNP3V+odG8J1%OR$(>PVjb3F12$nZwqhH0U?+BC5B6a{4&o4w;3$sc z1Ww^J&f**{;36*L3a;TgZsHd1;4bdt0UqHop5hr^;3Zz;4c_5BKH?L;;48l42Y%r< z0u=m9KmMLJ|a zMr1}7WJ7l3L@wk(UgSps6hdJXMKP2>Nt8wzltXz`L?u)~Ra8d})Ix34MLje?Lo`Mc zG(&T=L@TsGTeL?9bV6rzMK|<7PxM9~^h19P#2^g8Pz=WijKXM)#W+mBL`=pMOv7}{ z#4OCgT+GJ;EW%>^gQfTv%drxxum)@KAJ$_dHen04Vmo$V7j|PW_Tc~y;xLZj7>?s4 zPT>sB;yft+dSpN* zWJXqGLk{FbZsb8e(0W%w5>uoA1W2J7%2Hee$*V+*!nJ9c6h_Fyme;{XofFplCFPT(X? z;|$K>JTBrAuHY)J;|6ZwHtymc9^fG!;|ZSOIbPxw-rz0X;{!h7Grr;*e&8p5;|~HB z{!1VPK~Mxo2!ujtghe<+Ktx1F6huRG#6&E_L0rT~0wh9WBtvVsOvEHi!BkAg49vo8 z%*8w`z(Op>5-i0sEXNA0!fLF=I;_VAY{F)2#Ww7~PVB}W?8AN>#33BPQ5?q!oWg0G z#W`HSMO?-eT*GzT#4X&xUEIe5Ji=o<#WTFXOT5M#yu*8Z#3y{gSA540{K9VpDDszp z2#g>IhTsT^PzZyt2#*Megvf}BXo!KBh>bXihxkZ{L`Z_9NRAXph15ukbjW~=$c!w= zhV00RT*!mG$d3Xjgu*C_Vkm)uY=#4(;hyECdK^TIe7>*Gbh0z#`ahQOKn2afyhUu7zS(t;l zn2!ZmgvIy=OYtw3V! z`M-2+b>Xj0g)T`~a23~a1GjJ+cX1C7@DPvj1kdmsFYyX*@D}g!0iW<0U-1n;@DsoB z2LX%zB@lujD1svdLLoH5A{-(hA|fLSq9HnBA{OExF5)8r5+N~?A{kO3B~l{|(jh%E zA``M8E3zX8av?YJA|DE%APS=hilI14q7=%YEXtz-Dxor}q8e(TCTgP&>Y+Xwq7j;) zDVn1NTA?-Cq8&P*BRZoCx}iIIq8Iw0FZyEu24OIUVi-nXBt~Nl#$h}rViKlcDyCxw zW??qwVjdP?Ar@l^mSP!}V+B@WHP&Js)?))UVKcU38+KqPc4H6rVLuMy5RTv|j^hMQ z;WWO7Vh9K?&AR-;W3`#8D8KeUgHhk;XOX$6TaXpzT*de;Wq*l z`%6FsMi2x;aD+rCgh5z@M+8JdWJEBFV=wmM01o0Xj^G%M<0MYu z49?;_F5nU_<0`J<25#au?%*Eo;~^g537+CPUf>m8<1OCd13uz2zTg|a<0pRM4+0eb zOCSVBPy|B=ghXhBK{$j*L_|UqL`8JOKrF;YT*N~HBt&8)K{6yqN~A&>q(ypUKqh2H zR%AmCs}6h(2AKq-_)S(HNsR77P|K{ZrIP1Hgi)J1(XKqE9pQ#3;h zv_xyPK|8cZM|46LbVYacKri%0U-ZKO48&jz!7vQRNQ}Z5jKz3Nz$8q@R7}GR%*1TW z!92{zLM*}({DWoq7b~z5tFZ>_@ER;u5alDz4)OZs9iW;vOF0As*uip5ZxO;uYTDE#Bh;KH)RI;v0V8Cw}7(0+#qo zAOt~B1V;#jLTH3VI7C21L`D=uLv+MMEW|-v#76=oLSiIEGNeFCq(&N~LwaOHCS*ZY zWJeC&)J7fDLwz(vBQ!x%G)D`x zLTj`|J9I!tbVe6+LwEE#|fOmX`ID5 zT);(K#uZ${b=<@)+`(Pk#{)dVV?4z(yueGm#v8oDdwj$ve8E?I#}E9%Zv-g$mw*V2 zAP9!w2#HV#gRlsX2#AEph>B>4ftZMmIEaV%NQgv8f}}`}6i9{CNQ-pHfQ-nDEXaoJ z$cbFYgS^O(0w{#SD2iezfs!bVGAM`gsEA6af~u&F8mNWZsEc}NfQD#{CTND{Xo*&6 zgSKdo4(No==!$OWfu87%KIn)37>Gd_f}t3W5g3Kh7>jY3fQgulDVT=on2A}KgSnWG z1z3c|_yN9!7&`iNu0tNoW*%u zz$IM9Rb0aj+{A6%!9Co^Lp;J0JjHXoz$?7QTfD;ue8gvb!8d%zPyE6k1Ss{FKnRSW z2!;>{iO>jxa0rixh=eGJis*=eScr|dh=&A7h{Q;OWJr#bNQE>=i}c8VOvsF^$c7xq ziQLG8e8`W2D1;&?isC4NQYekGD2EEDh{~vfYN(EysD(PHi~4AQMre$tXoePOiPmU? zc4&`|=!7olitgxvUg(X!=!XFqh`|_wVHl2)7=cP!+Bi9 zC0xN(T*nRE!fo8eJv_ieJjN3|!*jgEE4;y5yvGN8!e@NNH~hd){Kg*yEd7^22!fyp zjt~fi&iB~cn>P!8o$5tUE{RZ$%^Pz$wD7xmBp4bd1)&IzEXPW$!Wyi_e^`%=*n}phJIE6Dfi}SdEOSp`y zxP}|JiQBk?d$^B>c!Vc-isyKNS9p!Lc!v-8h|l5&1MkQrH#4LOh#xseC? zkRJt62t`m7#ZdyKP#R@X4i!)ll~D!NP#rZ<3w2Nz_0a&0&=^h83@y+StkJp z30=??-O&TR&>MZx4+Ag|gE0idFdQQ>3S%%9<1qn~Fd0)Z4KpwkvoQzrFdqxC2utt} zmf>Hlz)Gyf8mz;A*no}Lj4jxP?bwN3*n_>;j{`V_!#Ij#IDwNmjWalh^SFphxPq&= zjvKgz+qjE+cz}m^j3;=8=Xi-%c!Rfij}Q2S&-jXO_<^7JjXwxj?k|B51VIrTArK0o z5f#!ahunC*772B`_JFy#kun+rj5QlICM{yh{a0;h!7UysQ7jYR^a1GaS z6Sr^&cX1yN@Cc9b6wmMiFYy|0@DA_s5ufk{U-2D3@C&~Yp!{C~A~1p=7=j}tLLm&o zB0M4>5+Wliq9F!iA~xb69^xY*5+MnaA~{kZ6;dND(jfyfA~Uie8?qxOav=}$B0mbC z5DKFxilGEbqBP2&9Ll32DxnIhqB?4z7HXp|>Y)J|qA{AF8JeRdTA>ZvqCGmG6FQ?S zx}gVpqBr`WANpe;24M(>VmL-%6h>n##$f^`Vlt*+8m40=W?>HIVm=mN5fYy&_qX8PBF`A+oTA(FbqYc`jJvyQjx}Yn% zqX&ASH~OL<24EltV+e*}I7VU=#{8vgidJLI<1qn~Fd0)Z4KpwkvoQzrFdqxC2utt} zmf>Hlz)Gyf8mz;A*no}Lj4jxP?bwN3*n_>;j{`V_!#Ij#IDwNmjWalh^SFphxPq&= zjvKgz+qjE+cz}m^j3;=8=Xi-%c!Rfij}Q2S&-jXO_<^7JjXwxj@h^c81VIrTArK0o z5f#!ahunC*772B`_JFy#kun+rj5QlICM{yh{a0;h!7UysQ7jYR^a1GaS z6Sr^&cX1yN@Cc9b6wmMiFYy|0@DA_s5ufk{U-2D3@C&~YpweFgA~1p=7=j}tLLm&o zB0M4>5+Wliq9F!iA~xb69^xY*5+MnaA~{kZ6;dND(jfyfA~Uie8?qxOav=}$B0mbC z5DKFxilGEbqBP2&9Ll32DxnIhqB?4z7HXp|>Y)J|qA{AF8JeRdTA>ZvqCGmG6FQ?S zx}gVpqBr`WANpe;24M(>VmL-%6h>n##$f^`Vlt*+8m40=W?>HIVm=mN5fYy&_qX8PBF`A+oTA(FbqYc`jJvyQjx}Yn% zqX&ASH~OL<24EltV+e*}I7VU=#$YVQV*(~&GNxi0W?&{}V-DtFJ{DpTmf#;O!@pR8 zl~|26Scm_x0UNOyTd)n=u@k$n2Yay}2XF|7aTLdJ0w-}AXK)VZaS@kr1y^w$H*gEL zaToXS01xpPPw))S@e;4_25<2mAMgpE@fF|j13&Q_e-NpBQhZivLZWjAQy5YFY=)P3ZgKI zpcsmyBub$S%A!0fpb{#hDypFdYN9skpdRX@AsV3xnxZ*cpcPu9E!v?2I-)bWpc}fQ zCwid|`l3GuU=RjlD28DKMq)I^U>wF{A|_!9reZo~U>0U$F6LnY7Gg1$U@4YiIaXj5 zR%0#JVLdir6E1OLKuWactk)X zL`GCZLkz@3Y{Wr4#79CTLJ}lJa-={iq()k#Lk46-W@JG&WJgZqLLTHreiT3<6h=`L zLkW~bX_P@Zlt)EWLKRd+b<{vD)J9#@LjyEKV>CfCG)GIcLL0P2dvri2bVgTnLl5*s zZ}dSw^v6I9!VnC_aE!nxjK)}u!vsvkWK6*{Ovg;j!W_)Sd@R5sEXF@rihr>jE3pb| zuonMeJvL$!wqPr^V+VF&H}+y54&WdT;|Px7I8Nde&fqN0;{q<>GOpqpZr~H1Vu1}KuCl}7=%N3L_{P+ zK~zLX48%fg#6>(LKtd!&5+p-%q(myDL0Y6o24q5JWJNaQKu+XF9^^xQ6ht8uK~WS( z36w%9L&RfEW{!#!9Q4rf3X59u^MZz z4*y{THexfjU>mk$Cw5^E_F_K{;1CYuD30L-PU1Aq;2h55A}-+yuHrgw;1+Js1VRu5MR0^bD1=5>ghK>GL}Wxk zG(<;C#6ldzMSLVcA|ysqBtr_ML~5i#I;2NNWI`5XMRw#sF62gD zMSl#yAPmM(48sVF#AuAcIE=?cOu`gQ#dOTTEX>AS%)!w&4kZtTH6?8iYI!Vw(Bah$*@oW@z4!v$Q#Wn95ET*pn^!X4bjeLTP; zJjPQz!wbB`YrMfbyvIj;!WVqScl^LF{6>Hpe+h`d2!db;j*tk2FbIqAh=53ljHrl) z7>J43h=X{DkAz5sBuI+nNP$#HjkHLI49JMg$bxLhj-1GaJjjduD1bsJjG`!p5-5q% zD1&k+kBX>-DyWL;sDWCjjk>6Z255-JXo6;Fj+SVJHfW3X=zvb>jIQX09_WeQ=!1Uf zkAWD3AsC9`7=ck3jjyu~|wz(;(>7ktBa{KPN(L4cZn35381ieLzVkO+-12#4^9h)9TnsECdj zh=tgQi+D(Ygh-4eNQUG{iBw2~v`CK($b`(uifqV%oXCwl$cOwWh(aiWq9~3MD237} zi*l%dil~e#sD|pOiCU)=!M?si+&h@ zff$S-7>3~(iBTAXu^5jDn1sogifNdEnV5|^n1}gTh(%a}f3OVyVg*)WHP&Dq{=)`r z#Aa;4Hf+aE?7|-G#eN*XAsoh09K#8m#A%$tIh@BuT*4Jx#dX}kE!@Uk+`|Jr#A7_c zGd#yjyuus2#e00fCw#_Ne8Ug?#BcmTz*>I^gdhlt;0S?G2#v4^hX{y>$cTbyh>nw!YG1bD2|dSg)%6M z@~D7HsEn$ph8n1e+NgtisE>wdgeGW;=4gRdXpOdLhYsk7&gg<}=#HM~g+Azu{uqEk z7>uD9h7lNv(HMhq7>|jVgejPc>6n38n2ouZhXq)O#aM!+Scc_TfmK+IwOEJs*nmyg zjIG#)9oUK8*n@r8kApabBRGoVIDu0*jk7q13%H2OxPoiAj+?lJJGhJccz{QEjHh^p z7kG)+c!PI%kB|6-FZhb@_<>*ejR3X(5)gqA1i=s-ArT5;5EkJP0g(_HQ4tL>5EHQx z2k{Ue36Tg%kQB+00;!N1X^{>YkP(@Y1=)}tIgtx_kQez;0EJK(MNteTP!gq42IWv5 z6;TOQP!-it1GP{abx{uu&=8H$1kKPKEzt^X&=&2{0iDnpUC|9a&=bAU2mR0=12G8y zQ*;kJV<1r!K-(?0wr$(CZQHiJwQbwBZQHiJ?biF9ndIc={ej6OcQS)91j8^KBQXkN zFc#x60h2HpQ!x!QFcY&e2lFr=3$X}GuoTO&0;{kZYq1U+uo0WF1>3M4JFyFUuowGr z0EciGM{x`%a1y6+2Ip`d7jX$!a23~a1GjJ+cX1C7@DPvj1kdmsFYyX*@D}g!0iW<0 zU+@**@Et$#3x5!(P5^%)2!bIvLLekUBMibJJR%|zq97`wBL-q2HsT^45+ETGBMFir zIZ`4O(jYC;BLgxaGqNHZav&#iBMkMio>; zb<{*H)InX;M*}oMV>CrGv_MO=MjNz4dvru6bU{~iM-TKuZ}de!48T7aguxh!VHkmt z7>zL)hw+$*NtlAEn2s5kh1r;kd02pjSd1lDhUHj^Rak?ySdR_Zgw5EBZPVATeyR}xQ_>TgvWS_XLx~^c#SuBhxho1 zPxu#K@E^Y62Y%u={vdGO0RBQy1jFA5flvsIun30;h=|CDf@p}2n23cqh>Q40fJ8`) zq)3JoNQu-)gLFubjL3v6$cpU9fn3OqyvT2TD2wu_fJ&&0s;Gt< zsEOLBgLK)Xo}`&fmUdZwrGbA=!nkff^O)Jp6G=>=!^asfPole@<8OpSD1<>+ghvEKLS#fmG{itm#6}#%LwqDeA|ydl zBu5IQLTaQ%I%GgbWJVTbLw4juF62R83~(iBTAX zu^5jDn1sogifNdEnV5|^n1}gTh(%a}rC5#?ScTPCi*?w5jo6GW*oN)ciCx%(z1WWf zIE2GEieor|lQ@ktIEVANh)cMFtGJFExP{xei+gy0hj@%9c!uYAiC1`ow|I{a_=L~+ zg0J|7@A!#d_=7<81NaL;5DdW)0wEC^VGs`C5fPCP1yK&4bTXU(G<VI%Z%NW@9eqVF4CmF_vH%mSZJWVGY(|JvLwyHe)NcVFz|%H}+s3_TwN9 z;Ruf6I8NXcPU9@j;Q}t=GOpknuHzY+Xwq7j;)DVn1NTA?-Cq8&P*BRZoCx}iIIq8Iw0FZyEu24WC~U?_%T1V&*r#$p^M zU?L`C3Z`K?W?~lRU@qok0Ty8~mSP!JU?o;#4c1{jHewUDU@Nv`2XLd=h2IF&Fo3`af}jYFzY!9l5C&lp9uW`;kr5Tq5Cbt08*va1@sSXTkOWDQ94U|r zsgV}xkO3Ky8Cj4G*^v{ukOz5@9|cedg;5m6Py!`U8f8!pkghXhBK{$j*L_|UqL`8JOKrF;YT*N~HBt&8)K{6yqN~A&> zq(ypUKqh2HR%AmCs}6h(2AKq-_)S(HNsR77P|K{ZrIP1Hgi)J1(X zKqE9pQ#3;hv_xyPK|8cZM|46LbVYacKri%0U-ZKO{DVOljG-8Y5g3Wl7=v*bkBOLs zDVU1sn1NZCjk%bI1z3p1Sb}9(j+I!2HCT)F*nmygjIG#)9oUK8*n@r8kApabBRGoV zIDu0*jk7q13%H2OxPoiAj+?lJJGhJccz{QEjHh^p7kG)+c!PI%kB|6-fAIzX;TwM7 zCw}7(0yhreF9by}{EZL@h0q9#aEO42h>R$RhUkciScrqTh>rwFgv3aSWJrOONR2c| zhxEvZOvr+)$c`Myh1|%Cd?Fp%{)47=_Uoi*cBMiI|Kj zn1<ltDR^M@3XZ6;wra)IcrNMqSiH12jZq zG(j^oM@zIq8?;4xbU-I`Mptx05A;ND^g%!L$3GZ|!5D&J7>&Der%*p8jpg+17d{WyR_IEh7&l6 z(>Q~3IFF0Cge$m;>$rhixQ)BGhX;6w$9RHgc#fBNg*SMM_xONM_>3?3if{OipZJA8 z2-GxyzYqk$5F8;85}^?W;Se4X5eZQc710p`u@D<^5f2HF5Q&il$&ef=kqT*$7U_`z znUEP-kqtSJ6S*_U@g{T12$nZwqhH0U?+BC5B6a{4&o4w;3$sc1Ww^J z&f**{;36*L3a;TgZsHd1;4bdt0UqHop5hr^;3Zz;4c_5BKH?Mp#TWdCZ}@?q_>DgZ z+$?~<5EQ}iH$os3LL)4~Ap#;IGNK?Fq9Z0^Ar9gqJ`x}i5+f;+Aq7$*HPRp*(jy}> zAq%o1J8~cwaw9MDp#Tb^Fp8iUilZb-p$y8RJSw0PDx)f@p$2NAHtL`r>Z2hVp$VFz zIa;6VmL-%6h>n##$f^`Vlt*+8m40= zW?>HIVm=mN5f)=9mSF`}Vl~!a9oAzbHen04Vmo$V7j|PW_Tc~y;xLZj7>?s4PT>sB z;yf*ejX=!< z2#g>Iis1MgArT5;5EkJP0g(_HQ4tL>5EHQx2k{Ue36Tg%kQB+00;!N1X^{>YkP(@Y z1=)}tIgtx_kQez;0EJK(MNteTP!gq42IWv56;TOQP!-it1GP{abx{uu&=8H$1kKPK zEzt^X&=&2{0iDnpUC|9a&=bAU2mR0=|6m{nV+e*}I7VU=#$YVQV*(~&GNxi0W?&{} zV-DtFJ{DpTmS8ECV+B@WHP&JsHee$*V+*!nJ9c6h_Fyme;{XofFplCFPT(X?;|$K> zJTBrAuHY)J;|6ZwHtymc9^fG!;|ZSOIbPxw-rz0X;{!h7Grr&}zTrE51`yDQ`z8ND zpcVoAg&+uq;0S?`2#qiZhwzAqNQe?Z*H%#j^c`z-qnL<=IEah*NPt90jHF106iA8G zNP~1pkBrEKEXa!N$bnqQjl9T*0w{>WD1u@rj*=*aGAN7ksDMhSjH;-H8mNidsDpZ_ zkA`T3CTNQ0Xn|H}jkaiq4(N!^=z?zOj-Kd+KIn`77=VEogdrG;;TVBY7>%(QhY6U7 z$(Vv^n2wp4g*lju`B;EOSd67uh80+e)mVddSdWd^ge};L?bv}`*p0o|hXXi>!#ILt zIF6Gzg)=yd^SFRZxQwf~h8wtv+qi>!xQ~Z;geQ24=Xilvc#XGshY$FO&-fQ#@gKh9 z2Y%r<0<{bvFoGZ`g5z(5L@0zoScFFeL_%alMKr`fOvFYU#6x@}L?R?XQY1$Tq(W+> zMLJ|aMr1}7WJ7l3L@wk(UgSps6hdJXMKP2>Nt8wzltXz`L?u)~Ra8d})Ix34MLje? zLo`McG(&T=L@TsGTeL?9bV6rzMK|<7PxM9~^h1CAgMk=~AsB|?7>Q9BgRvNo37CY* zn2Kqbfti?%Ihcp}ScpYff~8oF6Yy&_qX8PB zF`A+oTA(FbqYc`jJvyQjx}Yn%qX&ASH~OL<2H+nI!e9)=FpR)RjK&y@!+1=@Buv3n zOven&!fedNJS@OMEXEQn!*Z;|Dy+d;tj7jy!e(s6HtfJo?8YAK!+spZAsoR`9LEWq z!fBkvIb6U+T*eh#!*$%mE!@Ff+{Xhv!eczeGrYh{yv7^6!+U(hC;W>q_z&Ok13&Q_ ze-OBJ0DmDUg5ht3Kq!PpScF3aL_}mnK{P~1OvFMQ#6^50Kq4eYQY1qPq(o|@K{}*I zMr1-3WJPx5KrZA)UgSdo6hvVZK`|6ZNt8kvltp<|KqXX0Ra8R_)I@F6K|Rz*Lo`AY zG(~f?Kr6IHTeL$5bVO%#K{s?qPxL|`^hJLRz(5Sb5Ddj|jKC<2##oHQ1Wd$aOu;lv z$4tz^9L&XhEWjcx#!@W93arFxtid|0$3|?z7Hq|K?7%MU#$N2h0UX3(9KkUh$4Q*R z8Jxv=T)-t<##LOy4cx?S+`&EE$3r~A6FkLpyud5G##_9@2Yke5{EM&n58v?vzwjG@ z+5`|7K@b$d@i#&u6v7}Z!XpAAAu^&O8e$+OVj~XXAwCi!5t1M&k|PCDAvMw>9Wo#z zG9wGJAvp)iV~7)qcdN}~+Qp*$+05~`pos-p&Kp*HHG9vYw_8lwrC zp*dQj722RJ+M@$Hp)34cl^XJ{6V0$ z0sMs^2!`MYfshD|FbIe6h=@ptf~bg&7>I?~h>LhgfP_elBuIwjNQqQPgS1GG49JAc z$ck*pft<*VJjjRqD2PHRf}$vn5-5ezD2sBafQqP$DyW9)sEJyrgSx1X255xFXo_ZN zftF~EHfV?T=!j0}g0AR}9_WSM=!8+))1`*9G5a0Ewj94BxJr*RhN zZ~+%_8CP%(*KrfKa0hpB9}n;dkMR`G@B%OK8gK9p@9`0z@GrjLKYYUv{KRkkLEv@) z{Dq(hhQAR4p%5Bj5e^X$5s?uE(GVRm5esn;7x9q*iI5mckqjx25~+~}>5v{7kqKFl z71@ykxsV%qkq-q>5QR|$#ZVk2Q3_>H7UfX^l~5T~Q4KXv6SYwX^-v!T(Fje@6wT2B ztA3$IP zK~Mz8-w26N2!pT)j|hl_$cTz)h=G`hjW~#h_(+IENP?tDjuc3R)JThT$bgK#zYEu^C&i4coC3yRZj)u^$I;2#0YL$8Z8CaT;fE4(D+Z zmv9AFaUC~s3%79>_wWD@@fc6=4A1crukZ$M@g5)W37_!=U-1p!@e{xB2Z1^S@E3w0 z7=j}NLLxN6ARNLYA|fFQq9QtCAQoaHF5)2p5+X5@AQ_S)B~l>`(jq-FAQLhpE3zR6 zaw0eKARqFhAPS)filR75pcG1@EXtt*Dxxx~pc<;9CTgJ$>Y_dxpb;9QDVm`LTB0@D zpdH$yBRZiAx}rOJpci_hFZy8s{=py&#!w8y2#myNjKMgJ$3#rR6imf*%)l(n#$3$9 z0xZO0EWt7?$4aci8mz^7Y``XL##U^@4(!Bk?7=?l$3Yyz5gf&FoWLoZ##x-h1zf~s zT){P5$4%VA9o)rzJisG7##21Q3%tZ@yumxX$47j^zxaax@C`rk6Tk5Xfjb897lI-f z{zeFdLTH3VI7C21L`D=uLv+MMEW|-v#76=oLSiIEGNeFCq(&N~LwaOHCS*ZYWJeC< zLT=&)J7fDLwz(vBQ!x%G)D`xLTj`| zJ9I!tbVe6+LwEEr9K&&(#3`J?S)9iOT*75s z#Wmc(P29#E+{1l5#3MYxQ#{8Dyuxd|#XEe!M|{S=_=^AV9Y633zY(ZY0D%z%K@l8( zBP2p048kHjA|MhXBPyaH24W&M;vgR4BOwwY36df?QXmylBQ4S)12Q5rvLG9>BPVhp z5Aq^E3ZM`QqbQ1@1WKYb%Ag#|qarGy3aX+yYM>Tsqb};90UDw)nxGk)qa|9Q4cekT zI-nCeqbs_h2YRA6`k){B;~xyfU<|=9497@}!WfLjcuc?~OvY49!wk&CY|Ozt%*R43 z!V)aSa;(5Atj1cb!v<``W^BPWY{yRQ!XE6!ejLCd9L7-`!wH$4~si9|YGZlfmn!*xQK@YNQlHpf@DaJlt_g%NQ?ByfK14Y ztjLBO$cfy@gM7%3f+&O{D2n1Jfl?@qvM7fNsEEp_f@-Lany7_3sEhh&fJSJHrf7y1 zXo=QngLY_-j_8Cg=!)*>fnMm1zUYSm_y>b97(+1(BQO%9F$Uu>9uqMMQ!o|NF$1$O z8*?!a3$PH2u>{Mo94oO3Yp@pUu>qT~8C$UpJFpYGu?PFG9|v&=M{pF!aRR4s8fOCt z=-i!?FW@3B;|i|fI&R_??%*!&;{hJwF`nWXUf?BO;|<>7JwD2ykhi~|SpZJYG z2;3!rzYr9`@Havr6hb2`!XW}8A~K>N8lod6Vj&LVB0drz5fURQk|70BA~n(=9nvEs zG9e4HB0F**7jh#n@}U3c7LN}&wOqC6^~5-OuAs-XsIqBiQF9_phZ8lefA zqB&Zi6dZ7>cqCW;;AO>LwhGIBIU=&7UEXH91CSo$CU>c@l zCT3v{=3;&TU0W>(P``7L(Go1ha;(5Atj1cb!v<``W^BPWY{yRQ!XE6!ejLCd9L7-` z!wHjxa0rixh=eGJis*=eScr|dh=&A7h{Q;OWJr#bNQE>= zi}c8VOvsF^$c7xqiQLG8e8`W2D1;&?isC4NQYekGD2EEDh{~vfYN(EysD(PHi~4AQ zMre$tXoePOiPmU?c4&`|=!7olitgxvUg(X!=!XIL2ZJyeLoo~^FcPCN2IDXu6EO)> zFcs4=1G6w2b1@GKun>!}1k11-E3pb|uommF0h_QHTd@s0uoJtn2m7!e2XP2Ta1_UJ z0;g~qXK@Y}a1obr1=nyLH*pJha2NOS0FUq(Pw@;d@Di`_2Ji45AMpwQ;tT%6H~hd) z{Kg*y?iRpb2#R3%8zB%1p%E705CIVp8Bq`o(Ge4|5C?G)9|@2MiIEh^kOC=@8flOY z>5&nckOf(h9XXH-xsez7Pyhu{7)4MF#ZeNaPzGgD9u-gtl~EPdPy;nl8+A|*_0bTG z&;(7<94*iat3ZpR=<1hgeF&R@Z z4bw3bvoHs9F&_)C2#c{4%di3~u^MZz4(qWIo3I62u^l_G3%juw`)~jUaTrH%499U2 zr*H;maUK_N372sd*Kh+jaT|AV5BKp9kMIOf@f6&UgLsIKgh+%WNQ&f0fmBG1v`B{x z$cW6yf^5i+oXCYd$cy|afI=vYq9}$ED2dW2gK{X3il~GtsEX>Sfm*1Ix~PW+Xo$vW zf@WxrmS}}GXp8pffKKR)uIPpy=!xFwgMR3be=rb(F$BXf93wFbV=xxuF#(e>8B;M0 zGcXggF$eQ79}BSvORyBnu>z~G8f&o*8?X_Zu?5?(9XqiLd$1S#aR7&K7)NmoCvXy{ zaR%pb9v5*5S8x^AaRaw-8+UOJ5AYC=@dVHC953+-Z}1lH@d2Ok8DH=f-|!tj@e6+t zs7C;QAqavYI6@#KLL&^qAv_`?5~3g~q9X=kAvWS79ugoS5+ezcAvsba71AIr(jx;h zAv3Zf8*(5gaw8A&AwLSD5Q?BEilYQdp)|^(94eq9Dx(Ujp*m`!7V4lb>Z1V~p)s1G z8CswvTB8lxp*=bV(6v>k09{?W75+Wliq9F!iA~xb69^xY*5+MnaA~{kZ6;dND z(jfyfA~Uie8?qxOav=}$B0mbC5DKFxilGEbqBP2&9Ll32DxnIhqB?4z7HXp|>Y)J| zqA{AF8JeRdTA>ZvqCGmG6FQ?Sx}gVpqBr`WANu1T48&jz!7vQRNQ}Z5jKz3Nz$8q@ zR7}GR%*1TW!92{zLM*}(EX8uHz$&c9TCBqcY{X`4!8UBiPVB-S?8SZ@z#$yQQ5?ew zoWyCI!8x4AMO?xaT*Y!81I^OT5Axyv2Kbz$bjh7ktGxe8*4x z!XE_c6~JEzf?x=a5D1CT2!n74kBEqbD2R&ah=Ev$jkt)11W1U)NP=WYj+97+G)Rl| z$bd}9jI79p9LR~>$b)>ykAf(KA}EUDD1lNajj||*3aE(6sDf&!j+&^2I;e~KXn;m& zjHYOY7HEmqXoGfWkB;bsF6fHx=z(77jlSrI0r&@lFc?EI3?ncSqcH~KFdh>z2~#i? z(=h|HFdK6*4-2pmi?IaDupBF~3Tv#+fwuo+vi4Lh(CyRirRupb9;2uE-f$8iFu za2jWE4i|6{mvIHxa2+>s3wLlA_wfLa@EA|=3@`8!uki-&@E#xW3IE~?{=+x?z)$?f z9|Z0lz+VW8VE7v$5DK9Y7U2*95fK?t5Dn206R{8naSbRDUlj!kPhjQ z5t)z$S&C1yLA9Pz=RU5~WZEWle2XiqW3$O@_u@uX&0xPi^Yp@RMu@RfF1zWKlJFpA8u^0Pr00(gxM{o?saT2F+ z24`^|7jOxeaTV8a12=IScW@8)@eq&j1W)lCFYpSl@fPp!0Uz-h|KcnD!*~3^FZ@QJ zJ^=(q5ClbV{Ed(Zg)j(<@Q8p&h>WO+h8T#6*ocF8h>wIwgd|9cgh7u@=(kO#+D36M$ges_t>ZpNQsExX)hX!bf#%O|O zXpWX>g*Ir5_UM34=!~xDh92mN-sppV=#PIe5Q8xU!!R5pF$!Za7UMAilQ0=mF%2^? z6SFY~^DrL^u?S1B6w9#!tFRhtu?`!s5u33E+prxwu?u^!7yEGlhj182aSSJL5~pzn z=WreuaS2y&71wbCw{RPGaSsph5RdT$&+r^C@d|J77Vq%^pYR!9@D<QX&=7AT81(12Q2q zvLYLDASZGo5Aq>D3Zf8-peTx?1WKVa%Ay=9pdu=x3aX(xYN8hEpf2j80UDt(nxYw6 zpe0(P4cehSI-(Q0pewqg2YR75`l25O;2#XaU<}1DjKD~Y#u$vlcud43Ou#|fOmX`ID5 zT);(K#uZ${b=<@)+`(Pk#{)dVV?4z(yueGm#v8oDdwj$v{EIL658v;ctXMD1=5>ghK>GL}WxkG(<;C#6ldzMSLVcA|ysqBtr_ML~5i#I;2NNWI`5X zMRw#sF62gDMSl#yKn%hV48?Gaz$lEySd7C2OvGeN!8AN9!7&`iNu0tNoW*%u zz$IM9Rb0aj+{A6%!9Co^Lp;J0JjHXoz$?7QTfD;ue8gw`i?8?(-|+*#@Ed{p2M`!R z5EQ}jH$oy5!XPZdBLX5JGNK|HVjw1BBM#yrJ`y4kk{~IPBLz|+HPRv-G9V)|BMY)2 zJ8~iy@*pqrqW}t_Fp8oWN}wc4qYTQSJSw6Rs-P;WqXufBHtM1t8lWK>qY0X!Ia;C> z+Mq4kqXRmjGrFQ1dY~tIqYwI_KmNf$48{-)!*GnmD2%~ajK>5_!emUvG|a$E%*Gtd z!+b2nA}qmDEXNA0!fLF=I&8p3Y{nLB!*=Y%F6_Zx?8gBd!eJc6F`U3joW>cP!+Bi9 zC0xN(T*nRE!fo8eJv_ieJjN3|!*jgEE4;y5yvGN8!e@NJSA4^F{KPN(L7)Kv{DmM0 zhTsT+kO+-12#4^9h)9TnsECdjh=tgQi+D(Ygh-4eNQUG{iBw2~v`CK($b`(uifqV% zoXCwl$cOwWh(aiWq9~3MD237}i*l%dil~e#sD|pOiCU)=!M?si+&h@e=rDxF%-iv0wXaRV=xZmF%gq61yeB{GcXIYF&Fc& z01L4gORx;fu@bAW25Ye%8?XtRu@&2}13R%Bd$14taS(@a1V?ckCvXau0Aw4o86S5#HvLgp_ zAvf|O9}1u#3Zn>$p*TvS6w071%A*1*p)#tX8fu^>YNHP7p*|X-5t^VWnxh3;p*7l~ z9Xg;RI-?7^p*wn_7y6(t`eOhFVi1O4D28JMMqxC@VjL!5A|_)BreQi}Vix9LF6Lta z7GW`#Vi{IoC01h%)?qz1ViUGtE4E_?c40U6Vjm9RAP(aQj^Q{?;uOx{EY9NsF5xn+ z;u>z?CT`;n?%_Tj;t`(UDW2m6Ug0&~;vGKVBR=C_e8qqGjvx4i-v~4?fWQcXpa_n? z5fY&g24N8%5fBNH5f#x812GXBaS#vjkr0WH1WAz`DUb@OkrwHY0U41QS&$9ckrTO) z2YHbn1yBfuQ53~c0wqxzWl#>~Q4y6;1yxZUHBbw+Q5W^l01eR?P0$R@(GsoD25r$E z9ncA#(G}g$13l3jeb5j6@ec-KFos|lhGQf~VGPD%JSJcgCSxk5VFqSmHs)X+=3^li zVF{LEIaXj5R%0#JVFNZ|GqzwGwqqxDVGs6VKMvp!4&x|};RH_NG|u20&f_93;R>$e zI&R<=ZsRWQ;Q=1vF`nQVp5rB6;SJv6JwD(QKI03%;v2r>Cw}1%0u2h_F9bm_1V;#j zL}-LTID|(;L_!oqMRdeKEW}1!#6tokL}DaCG9*Vzq(T~`MS5gFCS*odWJ3<*L~i6k zKIBJ16haXcMRAlsDU?Q8ltTqnL}gS#HB?7U)IuH9MSV0tBQ!=+G(!utL~FD`JG4hf zbV3(&MR)W-FZ4!V^uqxBgFzUKp%{h{7>UssgK-#-iI{{bn2PC`fmxW1xtNCqSct_~ zf@N5al~{!}Sc~=8fKAwpt=NVg*oocPgMHYKgE)jEIEv#qfm1k*vp9zfxQNTRf@`>r zo4AELxQqLEfJb-VH80z6h}#vLK&1rc~n3pR7O=)Lk-kKZPY#AHmtG)%`#%)%VZ#e6Kl zA}q#IEW-+{#A>X;I;_V=Y{C|7#dhq#F6_o$?85;Z#917bJi-$^#dEyCE4;>Ayu$~4#Ap1AulNt&@dLl`8-a!d5Ewxa6v6Q~ zLLwBxAS}Wo0wN(Yq9Ph%ASPlX4&os`5+V_jASsd~1yUh3(jpx)AR{s(3$h_Qav~S< zATRQx01BZnilP`wpd?D849cNADxwmqpem}P25O-;>Y^SRpdlKg37VlfTA~%&pe@>? z13IBIx}qC;peK5x5Bi}${=q;D#t;m{aE!z#jKNrp#{^8mWK6|0%)m^{#vIJUd@RHw zEWuJN#|o^%YOKXNY`{ir#ujYDcI?D1?7?2_#{nF|VI0LVoWMz(#u=Q$d0fOLT)|ab z#|_-VZQR8@JitRd#uGflbG*bWyun+%#|M1EXMDj|e8YGA#4r3oprHZ$g&+uq;0S?` z2#qiZhwzAqNQi={h>jSDh1iITcu0VRNQ@*%hU7?zR7iugNRJH2gv`i_Y{-F}$c;S6 zhx{mrLMVcwD2@^+h0-XCa;SicsEjJ8hU%z^TBw7%sE-C{gvMx!W@v$yXpJ^#hxX`* zPUwQJ=#C!fh2H3kei(p%FbIP&6vHqABQY9dFb?A}5tA?lQ!yPgFblIW7xSw#Z~Q^vVFCPwpa_P)5dxtQ z8etI*5fBlP5e3l@9WfCLaS#{rkpPL17)g-~DUcGWkp}6I9vP7dS&$XkkpsDq8+nlr z1yB%$Q3S_upS$+30trg+pz1jpY9iBJfG zun3O`h=j<9ifD*|n23!yh==${h(t(&q)3hwNQKl$i*(3QbD2MW>h)Sq}s;G_{sD;|7i+X5)hG>i?Xolu!iB@QXwrGzI=!DMb zif-tEp6HD}=!gFJ2Lmw}Lof`(F%qLN24gWE6EF#rF%{D=12Zujb1)C{u@H-}1WU0T zE3gWyu@>vF0UNOyTd)n=u@k$n2Yay}2XF|7aTLdJ0w-}AXK)VZaS@kr1y^w$H*gEL zaToXS01xpPPw))S@e;4_25<2mAMgpE@daP;4d3w-zwifvMg;H|f*=@zBLqSsG{PVp z!XqLgAqt`*I$|IeVk0i%ApsI1F_It|k|QNjAq~np$odA zJ9?lOdZRD;VF3QYAPmM(48sVF#AuAcIE=?cOu`gQ#dOTTEX>AS%)VOCTzx5Y{L%h#BS`tKJ3Rq9KsPC#c`a#DV)YxoWliN#ARH;HC)F{+`=8) z#eF=$BRs}aJi`mT#B034JG{q7e8Ru@g8%RhKkyU3@dtrN2JjbxA{hQg2!ujtghe<+ zKtx1F6huRG#6&E_L0rT~0wh9WBt z5+Wliq9F!iA~xb69^xY*5+MnaA~{kZ6;dND(jfyfA~Uie8?qxOav=}$B0mbC5DKFx zilGEbqBP2&9Ll32D*eyaT}MfAwU464ArRbM0|ZSVfdmo=5=bCOaQ6WQnSmJwcXyZI z?(XjH?gS4IT!It0{e0(qzkAlb=bxu)zx#dnuHMzFdaagfR6$i#M-9|MZPZ0QG(bZ% zMiVqeGX$drTA?*U(FS1%M+DlVBRZiAx}rOJpci_hFZy8s24XOVU>JsDBt~Hj#$r4s zU?L`A3Z`N@W?&X(V=m@l0TyC0mS7o{Vc@lCT3v{=3+h;U=bE$DVAXcR$?{QU>(+DBQ{|RwqiSWU>9~{FZSU84&pG5 z;24hMBu?QB&f+{S;1Vw5Ph7=y+`ui|#vRt+dSpN*WX2cBitP9jIgtx_kQZMg zAHKo2D2VS+2!-(@ir^;{LkW~bDU`;qD1+Zn4i!)ll~5T~Q4KXv6SYwX^-v!T(Fjct zgl1@t7HEmq2tgaPML61_JvyKhI-@JPp$B@RH~OF-`ePslVF-p|I7VO;Mq@0-VFLcZ zBuvIsOv4P!#B9vLJj};JEW#2j#d55`Dy+s@tiuLu#Aa;4Hf+aE?7|-G#eN*XAsoh0 z9K#8m#A%$tIh@BuT*4LniEFryo4AF)a0mDBHy+?29^(m~;W_@nOT5M#yu*9^i;svj zJV0bbMKr`fOnipe_#AN&9|@2MiIEh^kOC=@8flOY>5&nckOf~L8?qw@aw0eK;46HM z{P+e1P!Qjv5PraqD2ks@93}8GO5qp$in90(jP&;?!59X-$sz0nu_FaQHF7(*}&!!Z)0Fa~2W9uqJT zlQ0ESFȽ$rm7^RNI5u^3CR49l?+tFQ)Zu^t<+37fGM+pq&Wu^W4^5BqTthj0W( zaU3Ub3a4=v=WqcRaT!-|71wYBH*p((;V$msJ|5r^9^)yV;RXJ|E4;>Ayu%0li%*C& zB0v;GMRdeKEPRGI_#E*N9|@5NNstuDkpiiZ8flRZ8ITc~kp)?i4PPP$av?YJ;w$7s zete4p_zvHrFn&N06h$!Z1V~p)rEc z6wMKgmS}|#grY6N&<+vkfR5;lF6f5t=!stFgTCmG0T_hA7>Z#Sfsq)EF&KyO_yZF$ z8B;I~(=ijXFb8un9}BPui?I~TumUTw8f&l)>#-4=umxMO9XqfKyRjGhZ~zB!7)Njn z$8i#;a0X{_9v5&4m+>dA;yP~NR)D}a;%?i&gS+?}_wf*q@B~ls953(^ukZ$M@g5)W z5uXrwWPm7$hUkciScr`{h>LhgfP_elBuIwjNQqQPgS1GG49JAc_ySpx9bY0Rav=}$ z;%nr?H~1C>@f`}GFn&Z4{DfjCfs!bN()bl+@EgjZ0xF^sDx)f@p$2NAHtL`r>Z2hV zp$US}49(F3EzuewXoI#0M?17f2XsPbbVWDxKu`2WAM`_i48$M|!B7mx2#msLjKw%i zz#o`|$(V|1n1Pv?jX9Wy`B;cWSc0Wkjulvi)mV#l*no}Lj4jxP?bwN3*n_>;j{`V_ z!#Ij#IDwNmjWalh^SFphxPm`%4cBoKx9}J4;2!?Q13biIJi#+O$3J+9*LZ_>c#nVa z5s^j(h>WO+h8T#6&k!4*BQD}20TLlGk|G&WASF^G4bmY!G9nYQ;0t6!cH}@#3OX_$_gn1wl*i}_f9MOcibScVl?iPczxby$y$*n}phJIE6Dfi}SdEOSp_baTV8b1GjJ+cW@Vf<31kZ5uV^Fp5p~x;uYTD zE#Bh;KH?K1j}8z8(GVRm5eu;q2XPS(36Kzpkp#(*94V0sX^I8DAhPvg1qS zL@wk(UVM#w_y*siAihH(6vmGzf}ckLS&)J7fD zLwz(vBQ!w}nxQ#bpe0%(1Z~h3;b@2U=zvb>jIQX09_WeQ=!1UfkAWD3AsC9`7=ck3 zjjvbuOu$4;!W2x!bj-jk%*I^I!vZYCVl2TjEXPW$!Wyi_dThWZY{ph>!w&4kZtTH6 z?8iYI!Vw(Bah$*@oW@z4!v$Q#Wn95kT*D3A#BKbAySRt@cz{QEjHh^p7x)LS@EULN z4j=F@J|WWB08tPX(Gdf&@EPLZbHqb@Bt#-4K~f|~3Zz16q(wSpKt^On7Gy;>e2E;$ zh1|%CuaFP<@huAAJA9AA_yI*w6va>+CGj&#;}?`cS(HP0RK)M7j4G&x>ZplYsDrww zj|OOj#t1@FG)FL6q7_0Aina(tJ4B!ZI-)bWpc}fQCwid|`l3GuU=RjlD28DKMq)I^ zU>wHd4@|^lOu;lv$4tz^9L&XhEWjcx#!@W93arFxtid|0$3|?z7Hq|K?7%MU#$N2h z0UX3(9KkUh$4Q*R8Jxv=T)-t<#-F%~>$rhixQ#owi@$Ln5Ag_3@D$JS0x$6jZ}1lH z@c|$436aMIh=OQ{j+lsr*ocF;h=&A7h{Q;OWJr#bNQE>=i}c8VOvsEckQLeSC2}Gc z@*pq1Mm~IlZ&486p%4n=M-;(ND25U!iBc$yUr`3Xp&TlpA}XOWs-hZdpeAag4(g#k z8ln-JAPCLS94*iitr3DYXp3;PLwj^UCv-+vbVCpHL~ry#KlH~y48jl$#c+(kD2&Ef zjKc){fk~K*shEZtn2Fh#gL#;bg;<0oSc>IXfmK+IwOEG@*oe*8f^FE2o!Esv*o*x* zfI~Qpqd0~WIEm9ZgL62Ki@1a<_!HM~9XD|cf8h@9;cq;^Lp;V4Ji~MRgO_-XH+YBl z_!l1$X?%dlh>B>4ftdIVvGFo4b(zy)I~is zKtnV}6EsCL1fvC7p*2F$24M(C1lpq`I-v`?qC0w^7kZ;F`e6VDVlaka7=~jcMqv!b zVmu~bA|_!9reZo~U>0U$F6LnY7Gg1$U>TNUC01b#)?z(2U=ucDE4E<=c49a7U?2A5 zAP(UOj^a2@;1o{dEY9HqF5)t-;3}@+25#au{=!|{!+ku!BRs}aJi`n8gI9Qsw|IvS z_!plLX+nS~h>GZlfmrwqaqv0fAwCi!5t1M&k|PCDAvMw>9Wo#zG9wGJA{)L$4&*{^ zHIVm=mN5f)=9mSF`}Vl~!a9oAzbHen04Vmo$V7j|PW_Tc~y z;xLZj7>?s4PT>sB;yfYNHP7p*|X- z5t<+f&Cnbz&=Rc?f;MQ2aI`~vbU-I`Mptx05A;ND^g%!L$3P6i5Ddj|jKC<2##oHQ z1pI+Xn2f2Ih8dWN*_eZQn2&{6ge6#t&Der%*p8jpg+17d{WyR_ zIEh7&l6(>Q~3IFF0Cge&+H*Ki#-aSMOp4({P^JitRd#uGflbNqvsc#SuBhxhmw z9}#I{fXIl7Xo!KB_zbb}IpQKd5+D&0BPo(01yUk4(jXnuBO@{)3%)=$WJeCVI%Z%NW@9eqVF4CmF_vH%mSZJWVGY(|JvLwyHe)NcVFz|%H}+s3_TwN9 z;Ruf6I8NXcPU9@j;Q}t=GOpk%uHgo5;x_)mUEITcJisG7##21Q3;csuc#XGshY$D{ zpAczMfGCKH=!k(>_zZFIIpQHc5+V_jASsd~1yUh3(jpx)AR{s(3$h{`zC;e>LT=>6 zSICF__!b559ll3l{D2}Tiee~^lK2^=@e9hJEXtugD&lukMio>;b<{*H)InX;4-nC! zK|misHxg=sAT&dBv_MO=MhM!VEyB?b?a=|9&>3CP4L#5kz0n8#&>sUa2tzOw!!ZJ* zFdAbq4ioSPCSfwBVj5;(CT3#}=3zb-ViA^LDVAdeR$(>PVjVVMBQ|3TwqZMVVi)#c zFZSaA4&gA4;uucgBu?WD&fz>R;u5alPh1NS(c*eQC+nurZTyA1xQF|AfJXr$T09P@ z;Hl7ayueGm!W+EBdwjr0d_v^O0iqxpq9Z0^AvWS5F5)2p5+X5@AQ_S)B~l>`(jq-F zAQLj<3uHxhe2JXMg*?cMuaOVm;9C^LcPNCy_z^|$6N;e(N}?1><5!fyZzzWfsEA6a zjH&@5T2u>YaccVI%Z%NW@9eqVF4CmF_vH%mSZJWVGY(| zJvLwyHe)NcVFz|%H}+s3_TwN9;Ruf6I8NXcPU9@j;Q}t=GOpk%uHgo5;x_)mUEITc zJisG7##21Q3;csuc#XGshY$D{pAczEfGCKH=!k(>_zZFIIpQHc5+V_jASsd~1yUh3 z(jpx)AR{s(3$h{`zC;e>LT=>6SICF__!b559ll3l{D2}Tiee~^lK2^=@e9hJEXtug zD&lukMio>;b<{*H)InX;M*}oMV+5fonj;u3(F!35MO%cS9U{;H9nl$G&<)+u6TQ#} zebFBSFbIP&6vHqABQY9dFb?DK2PR@NreGSTVBFV=wmM01o0Xj^G%M<0MYu49?;_F5nU_<4;`0b=<%$+{PW;#oxG( zhj@f1c#7wEftPrNH+YNp_<)c2gve6^L_st}M@+;*>;Mrh;skWbjw=)&36Kbhkrc_0 z0x6LiX^;--krA1Y1z#W=vLgp_A~*8jD}0Uo_yz?~5Z|K^e!!0?il0y%CGay!;TQah zviJ?8+))1`*9G5a0Ewj94BxJr*RhNZ~+%_8CP%>*Kh+jaT|Z( zF7Dwz9^erk<0+ou1^&S+yvAF+!w39}Plz-vKomqpbi_a`e1YkP(@Y1zC{|Um^!`Avf~kE966de2W734&S3Nen1fvMKKgdN&Jk`_yuK9 z7UfVL74bVNqYA2_I%=X8>Yy&_qX8PBF@n$(%@K^2XoV1jqHTb{-`59pxoRiW0Ugl= zUC{$Q(Fc7o00S`uLoos)F$QBX0e@gJreHc|U^eDpJ{DjxmS8znU^UiYJvLx7wqQGU zU^n()ANJ!A4&xY(;}lNg9M0nsF5@b$;U;e34({SU9^f&a;5lC46<*^V-s2-aA6wcr*&f@|u;|i|g8gAewZsRZ9!{2y-hj@%9c!uYAiC1`wclZ|{5otz%$cTz) zh>2K;gU=Bk36K~`kQ^zH8flOo8IT!SkQLdG138fgd65tKQ2+%|2!&AuMNu3jPzt3{ z24ztm6;KJ4Q4Q5m3$;-X_0b58(G<7v(9lg*S{m>tSFc`xy z9HTHA<1ii*F$q&K4Kpzdb1@GKu?S1C3@fn;Yq1U+u?btT4Lh+5d$A7(aR^6o3@334 zXK@Y}aS4CoDsJE={=yynjr(|n$9RV4c!^hdi+A`J9}#(GfGCKL82Aja5f|~0011%< zNs$66kp^jz0U416Um!caL{8*FUVMf8_yz?~5QR_}MNkyQQ39n<8f8!x=!DMbhVJNv-sp$^7=*zXhT#~6(HMvEn21T3 zifNdMS(uA?ScpYfie*@dRalF4*oaNoif!15UD%6#IEX_yieor|lQ@I3xPXhef3-1rJ#;~RX7@9;f-z>oL|#ZVGI;}`sj-%t(}@jI%ZDr%r6>Yy$fpdp$d z2+a|UR%nejXp44;Ku2^!S9C*9^g>_s!$1tePz=LJjKWxq!ylN4$(Vxan1R`tgZWs1 z#aM#nSb^18gZ0>e&DetN*n!>HgZ(&w!#INDIDykRgY&q6%eaDTxQ<)6jk~yq2Y84l zc#0SJ2e0u4@9_bj5NURRsECG`h=n-#9PyC=iID`!kpiiZ8tIT8nUEP-kqtSJ6M2vq z`H&w4P!NSs7)4MN#Zdx3qZEEc8I(hL{EkYfifX8dTBwV9XoyA#LQ@2z1zIBnZ4rhD zv_~g&MmKavFZ4z~^v56!#xM-WD2&E9jK@Sw!c$~!cr{53arE$ti=Xw z#1?GD4(!Ap?8SZ@z+oK0ah$+uoWXfqz-3&)HC)Fn+{Rtp!+ku!V?4ogyud5G#yh;n zM|?t*IRT;~24W&M;vgR4BM}lK8ImIvQX?JGBNH+sE3zR6av~4%A|LXj01BcI3Zn>$ zqBu&R6iTBE%A!0fpb{#h8mglfYNH+>Mq>=dV*(~&GNxfVW??qwVLldNF_vLDR$(>PVLdisGqzznc40U6VLuMx zFpl9kPT@4p;XE$kGOpqpZsHd1;4bdt0UqHop5ZxO;uYTF9sb2fM4lTU3Zf$hK0|DL zj<`sGgh+y?UFj}EC+Mq4kAp#xI30=_*J<$t&(GLSL2tzRpBQXkN zFcuT=2PR_*reg+XV-DtH0TyEkmSY80V-41012$s|wqpl&V-NOWKMvtAj^Q{?;WW5gS^Ox{3w8eD1^c&f}$vn5-5ezD1)*nj|!-S z%BY6wsD;|7hx%xQ#%PLWXn~dpK`6oyj`rw)&gg>f=z-qogZ>zR!5D(!7=h6kgYlSv zNtleOn1-2{g}IoAg;<28Sca8Yg|%3Rjo5^(*oK|hg}vB^gE)jEIEoWEi8DBh3%H0Y z_!HN01Gn)P?%{7d#3MY#GyH>>c!Rh2fPWEbet^h`hUkce&+s|oA^{R236dfOQX&n~ zA_Foa3%)>he2HAhjj!-EzQMQn4&UPk{D_}W3?=b1e!;K!4dqY~zoQDOq6TWB4(g%- z8lnk;&>X>Nh1O_;wrGb4bVMg~MK|f~lB+nV5sQ zSb&9Cf~8o2l~{wd*no}Lg00wro!EoDIDmsVf}=QrlQ@I3xPXhef5&PUkrmmH138fgd65tKQ2+%|2!&Au zMNu3jPzt3{24ztm6;KJ4Q5Drt6SYtm_0SNF5QL@(Mhmn?2-+eH5onK2=!~xDhMwq! zzUYU67=)o1hLISBu^5LxFcDKQ6*Djsb1)YRunq5RUfffX?WG?&yKu=!5pgeIE`~S zk4w0WtGI@nxP?2oi~D$h$9RJ0c!5`VjdysDkNAWrivvVO48%li#6dj7MjKXM)!+1=@BuvFL%)~6r z#XKy;A}qx+ti&p;#X4-jMr^@W?7&X!!CoA|K^(zRoWMz(!C73uMO?w3xQ-jRjlXaY zf8!w@;VGWsAH2jHyu}Cni%3fXL`F13M=X4X&k+|1kPu0b6e*ArX^<8fkP%t%1+wEy zVgyEF48~#t{=j5R!F0^PY|O!YEWlzc!E&s? zYOKL}Y`|u0!FKGxZtTH+9Kc~5!Ev0xX`I1%T)<^q!8KgRE!@Uk+`|Jr#1lNl3;cuE zc!T%&fKQ0DG(c2DLkz@3Y{Wr4#780|MlvKvDx^j_q(>%XMpk4)4&+20 zArwXt6h(2AKq-_)8I(nNR6r$EMm1DNE!0Lm)JG#UMpHCH3$#QCLJ@{=v_}VYMi+EP z5A;SK^v3`U#t;n02#m%UjK>5_!emUtbj-vo%*8w`#3C%kGOWZZti?KP#3pRTHtfVM z?8QDD#33BTF`UFHoW(g@3=p_k?=Xi-%c#C)V7atLM zS%4^rju`k1u@M*XkPwNG6v>bhsgM@wkP(^i1+wBxqY!>X5fnpl z{ESlg6=hHkY)J|q6vb~9KmRX)@XyaXom=NL??7bH}pg=^hG}m z#2^gCFpR_~jKw(ofr*%cshEM8n1i`kfQ49srC5QLScA3LfQ{IKt=NH`*n_<|fP*-K zqd0++ID@mefQz_-KXDy5a2tQ&9{$EdJi=2v!#{Y5H+YK=_!p6u2Z)Slh>lqJ44)$| z5+EUxASqHHCDI@*G9V+e;0t8Om&k?O_zGX+8+?oJ@I8LOkN642P!d1m7yOFfP!1LG zJF1{6YM>_Spe`DqA(|iv%@K@NXpJ^#i*|@WM|470bVE<{LSOX5Kn%iA48ur_!dQ&M zADDY+Xw zp)s1G8CswvLJ*2Dgrhw=pfkFlJ9?lu`k+4sU@(SYI7VPJ#$Y@qU=k){8m40wW@8@a zV-Xf(8J1%eR%0F3V-q%G8@6K?c4Hs*;}8zx7>?rm8;~n1PBR(O@$^cOj12GXBaS#vjkqC*A49SrSsgVxpkqMcR71@vjIgtl> zkq`M%00mJ9g;4}WQ5+>u3Z+p7WlMmDz0n8#F#v-x1j8``qcH~KF#(e>8PhNwvoIU;FdvJs7|XC6tFRjDupXPR z8QZWOyRaMkupftT7{_oNr*InQa2}U%8CP))H*pJha2NOS0FUtm&+!7U@EY&%9v|@u zkyizXg6N2W&k!4N5f2HG2uYC)DUk|kkq#M=311*9zC;e>Mjm{PeE1dx@I4CQM-)LZ z6vxjfgY^SRq7j176v1eL)(Amcgdqa$(FvW=4c*ZTz0nW- zF$jY(48t)BqcINSF%gq671J;SGcgBqu>cFP1WU03E3pP^u>l*g1zWKLJFy3QaR3K# z1V?cKCvgU6aUK_N8CP%(*KrHCaToXS01xp5Pw@i(;5FXh9p2+3J|W8L08tSGF%cVa z5D)Q@2#Jvl$&m`Fkq+sR37L@<*^mP{kq3E^5BX651yKlvQ3OR%93@Z+rBMcDQ63dg z36)V5)ldU9Q3rKV9}Un5jnNd%&;l(Hf>4AZ9PQBoozVr|(F48F2mLVsgE0idF#@A8 z2IDaSlQ0?6Fdefn8}l$9i?A5WupFzf8tbqgo3I&Mu?;)13wyB-2XP2Ta1TK#XJ0qkBGb`Komqr419*zh>Lhgh(t(= zWJrlrNQ-pHh)nnbS@9)uAUE>hYvjYXD1h%#2tT3-enK&n#LxHzzv4HPLq+_KDyWJY zsEInLiw0HrZf(ggHl z%XC5+kP(@Y1zC{|Um^!`Avf~kE966de2W734&S3Nen1fvMKKgdN&Jk`_yuK97UfVL z74bVNqYA2_I%=X8>Yy&_qX8PBF@n$(%@K^2XoV1jqAkME4iV^pj_8ao=!Wj-iC*Y~ zzUYqu7=*zXieVUmkr<6J7>Dur0~0YBQ!owFF%z>e2XiqW3$O@_u@uX&0xPi^Yp@RM zu@RfF1zWKlJFpA8u^0Pr00(gxM{o?saT2F+24`^|7jOxe@h7h0I&R<=ZsQK_;&0r? zLp;J0JjHXoz)QTs8@$DPe85M1LgaM;q97WgBPL=YHsT;I;voSNA~BL68ImIG5ilGEbq7+KwSCqkTD2EED zh)Sr8s;GtK)2tqS7M+>w>YlNT;+9Dk7&>kJo37ydu-OvL)(Hnix zFF-_#{sCRM1_}+v5Ddd`jKnC6!B~vP1Wd#vOu#|fOmX`ID5T);(K#uZ$}HQWdg(c)%6 zi*{S+4({S_+{Z&a!V^5jbG*Pyyuus2#e00fM|?u$^#P(F8lod6Vj(u-ATHt|0TLoH zk{}t9BPCKH4bmb#G9VK&;|pX(c6^DP$b~$}i?5Ln-{4ym#CIr!!uSzI@Dqxm1WKY5 zO5<0Q!EY#s3aE%msEn$ph8n1e+NgtisE>wdgeC|=Gc-pFv_xx!pbgq09PQ8^9ncA# z(G}g$13l3jeb5j6F%W|=1Vb?#BQOf1F&5)60e@f;CSxk5VFqSmHs)X+=3^liVF{LE zIaXj5R%0#JVFNZ|GqzwGwqqxDVGs6VKMvp!4&x|};RH_NG|u20&f_93;R^o5HC)F{ z+`?bDgM0WJ5AYC=@dVHC9RJ`YUgHhk;XVGvM?~5XATpvN8e$+OK0|DLj<|@A1W1I$ zNQz`gfs{y%G)RZ^$cRkHf-jH_*^vV|ksEpN6~0D(e1ifgi0@GdKj23c#ZM@X68IUV z@C$xLS^S3bsDR&52~|)P)lmbrP#bko4-L=|jnM>6(G0<8fmUdZP_#i9!V!V?=!j0} zg0AR}9_WSM=!Q9BgRvNo37CjUn1ZR8jv1JR*_exYSb&9Cj3rox zRNBxPXhej4QZ`Yq)`% zxQ)MX7x!=<5AX<&@f6SS0{`F@UgIs^;X{Ck7XJqHGWba-%Ekau5d$$18*va1@sS9L zkqpU^3aOC}>5&PUkrmmH138fgd65tKQ2+%|2!&AuMNu3jPzt3{24ztm6;KJ4Q4Q5m z3$;-X_0b58(G<#!c1uo>I19lNj_`>-E}a2UsM9H(#^=WrgEa2Z!|4L5NM zcW@W?@c@tU1kdpTukaf0@E#xW2~jo$h>949iP(sPc!-ZgNQ`7ij#NmEbV!d($c(JW zh8)O=JjjcD$d3Xjh(aigA}EUDD1lNajWQ^U@~D7HsElf;j#{XVdZ>>^XpE+4h8Adv z5QHKO;b@Nz=!`DtjvnZZKIo4D7>pqpju9A*F&K{tn1soghUu7v*_emRCoxP;5Nifg!uTeyR}xQ_>Tj3;=G7kGu& zc!&4+h);;JIY3mzKup9&9K=I>Btl{&Lvo}-YNSJYWI|?SMKPUJye9{%*P@u#xg9&Dy+sjtj8v7#x`unF6_oW z?8hM-#xWenDV)YRoW~_x##LOyP29pA+{Jx7z+*hYbG*PSyv94c$47iZlq~_GA_ih2 zHsT;2;v*3fBN>t-6;dM|(jyZxBP+5Y2XZ10@**GdqW}t`5DKFRilR75pcG1@49cQB zDxeZ7qZ+EC7HXp&>Z1`FqbZu91zI8mp$J1b+M@$HqYJvD2YRCq`eOhFV+e+01V&>F z#$y5|VKSy+I%Z)u=3zb-VKJ6rIaXmc)?qz1VKcU2J9c3=_F+E`;V_QjI8Na-&fz>R z;WDn`8gAki?%*!&;{hJy37+ExUg0&~;XOX$6QXPl5EU^H6R{Bo@em)0kQm939I22R z>5v|okQrH#4LOh#d5{3CO9X-$+eb65RFc?EH93wCqV=x{QFbR_}4bw3TvoR0z zu?UN?49l?!tFaF2u?d^84coB`yRi@ZaR`TT499T_r*RJFaS4}k71wYRw{Qn{aUT!x z7*FsVFYpSl@ec3t5uXrcTY#vDftZMmIEaV%NQA^lhU7?v)JTW)$b`(uifqV%oXCT` z$cOwWfPyH5!YG2GD2@^+h0-X4vM7%VsD#R>hU%z=+Ng*6XoSXSie_kmmIy&8!Vr%3 z=zz}Xg6`;n-spq=7=XbTg5el}(HMjAn1D%`jA@vTS(uG^n2$wRjAdAkRalL6SdUHE zjBVJCUD%C%*pEXvjAJ;CQ#g%tIFC!XjH|eYo4AELxQqLEfX8@(=Xilvc#U^>kB|6- zDBA->MGVA5Y{Wr4#780|MlvKvDx^j_q(>%XMpk4)4&+20ArwXt6h(2A zKq-_)8I(nNR6r$EMm1DNE!0Lm)JG#UMpHCH3$#QCLJ@{=v_}VYMi+EP5A;SK^v3`U z#t;n02#m%UjK>5_!emUtbj-qR%)@*v!eT7La;(B?tiyV2!e(s4cI?7#?8AN>!eJc4 zah$?woWprs!ev~=HQdB4+`(Pk#{)dZ6FkQYyuxd|!+U(hCq&s1ASz-YCSoHF;vqf~ zAu*C6IZ`1t(jh%EAv3Zf8*(5g@*pqrAwLSBAPS){il8WpqXbH!G|HeX%A*1*p)#tW zI%=Ud>Y+Xwp)r~Uh-lF)pf{s}g<7H&LJ*3!2tzwWpaVLhGrFJ~x}zt0p%40^KL%hB z24g6OVFX5EG{#^Y#^Vo6#AHmtG)%`#%)%VZ#e6KlA}q#IEW-+{#A>X;I;_V=Y{C|7 z#dhq#F6_o$?85;Z#9E$at23keMi8ara_(1i8d2M2X%9NHwPe(TUC5v_v41DV-} zrf$=zRF%qk8U=+kZr-|KSj+JLV|Q%!8co+kij+BH-iYw9yp4iG^0w*Ju6bxk?93T* z=g6HQFjjC#vqBjn+BN-7Aa?9bnKBjspMf&84hkeU3D3|pG%Q14j{mj;NwH(c4sP8h zG^|~QCJoyKwF__M3)R_*?q`u}$1Y1~?0s7oI232yK_Y$$uY7v5rCE`Af$BUy1)~>Dz>b zHfq=?xK(g?yWqzE&8zs|V7pEw107+(jUw6w2Uh++6a25b#-XiShlc#Oph{T7knq4t z2Oe)AFZ};Z44m$uR^k6m3=a)ymMcT!=0PF3GIWZ_l_5C1b;ICRK}~}~ngr*{5ZF}RT@PAYjC~e-MVMw$8|M+=YN3?1e+`eI0aNv~wce2*)|5MrF ze{UQAXZwGt4GIYlYTc;S|J41r{ePzZzfaNsj$SUPVR%GXP~bR28V0uy%9SB7dFzI` zGE@o*4{j3CuvM{;hOIh<2M7AwMl=j*7Zwya`j#R84}0$#BYAS%iS6vJPTCR0(@Lax zdjGeFQdQ6P)K2&8a&}v43d4DjquyT5&didsdq?H!>gwrYS69{4W2Sp)Lb`)|G6fn2 z?)J`*3_tZjKEDOr!GM8#NHh+x4IJ)Zz+a3r;QMxfKN&CtoPmRXzle-{{2x`--7`xr zxlQg=Rc2&lW@JQUWMpJ!Lc}7{_a@yQM{|c?;`&p18(3SwE@Uz=?Rsr*(4W*+E?)d* zZLf9M?H$+FYhy6LrEzD}-K(v{Ki0QvU+MH7L(JN(+JkQ`pTB_CLL~3BdT3mKkhS`| z*vwZ%%N>;X!ZPy-- zI>*Sb?Lz6;caZIPXEb=yX9l#*~;_u>9zr#D5Rnto_Y?E7#!8ukPu+xNIT=yfKw?7{i-eRKis z?{)fh?F@P~o*YA+O0O;f-zE8{fp6>huTf(ufVff$j8f-!J9}BPIUEe@2c6@U3_n{C zA+YF^*687Qd0jfu-OG@hb^9(^Q`x&wXEGgGa>JonmO>DB44#p|0XqDy;)k6{(=$IB zff=Rg6n5QJ4Mlxd>uB|QSs!d1X>nm8DaLP|b_?38|B$*pYTLHRW#gSlIvdyS-rl+v zB(m`?MH33>ZUn@2-PK6(!|73U{7L=!i@f;N10wA&d; zD>TiDktI;~+oRFst@$9z6 z1f;rFNm#I5oUj|WT?d4sCm41!J;)j-Y-3z>7Ts)qZ(Qs3w!}=l=`4T~Ha3iSVn#iq zW{Z8Xz-Wt^(b#+k#z1F0d4~#Q2j-=*>KJwblx6ctx4%1h64dax4s!wai>8meAHbxU zj9T6P#^uJFE7`@1$;@E7_MT#Mr7};EV0fE?hLO=YFUsH+7^>51@6-NnxsouSv^Fsa zCTO_iV*VZj0yDr)CmRoY-3fGIBl8%fftmq3Ye=tKfCUAD`~WE_pfi->^z};X z(H|wteOR~|Cp(v{z`#1{1iGS?mde@4BEs%UQIpy^tOj8+S5re;c!B z)^7DVPP?{dum&Iji`I5WR=hJBHZ>}T(o@uf>S42>7_Mh31m z{_;im2d}KiJ2741dWGfi0~dPTPzVeBhn=Z zYtS`9X7szdr?*2lGybJ7O02N7lX`+ zyh?j}I)Z69p)``$d`HKy?Z+^?M52g+DkEP@knnj_W;>_=osF)#ViyZ%uLUEy=SrjH zq}r*AMphVmp?u0?)LiQs|AqPj%c8U6)?;)UwY%;V(1ad0c6V|egwU^3bN2=XMU7#O%2~s~$<)F&uSvz|#{cHrV+_rw!9?0ht#? zoT6e=lZn9T?bhxtmtOf!LYHi>u3c?h#{X6ylo7_)QVXMk#OhPwM=o3Cuqnz)sHX_SDhJcx>$9= z9LBg~4(S{jm#F~@=ar~eK@yiJjQHgoAB)-86tgj2Mjn zG=&TK^%Dflm_m=FV7^zWJ31w;j2X$D6WwK-UV$28Wuu z&uaJq=N`el_e?ar&AuMcB@}=aI!vhnweLB7keM)Us6&e7JF?+Cbq)Bh;08^*2^`uT zb<}xjN())CYp24>#FD@*F=+{2O&Nh2e2S!u)56y0CH)OBr(tu=kF|o+cfR*aC7D1} zBynfsC8*Ncm#3eb1=b=i#*|hY-7WQJYQT4^Qi9dEc{2&Wlp(>!$1Q;eA$7&_Iu<0g%nrbtyT#vI%r`9op6X-UxjV*cV$$ljJN1A=HP4DHT$Y!!_kA_& zhNzc3Y#>z`MXgS{(4vx6I*GLajm}M8Euq1YrZNLFrw~}QScB@WkgjfTC$Ev-Vd;f5 z*<#hq&~U|?W@x#^YMZJ3h$0=CKzyKjME~lgvGEf>cc@LT*N{h z7_^-cT(L2WY5njT(nR05?6wDqBL2fv4bccA=f*6OiEXLvLBgVj!E_rrzkcx|kfo|9 zhI0z5nf9=r{wyyZnpdHwip(4c7u=R^#zKEb)4py}`d*EX`&gwQ>>vPPyy=~FyP4k@ z?2H9^F8@|lXxzF;od(;isJ4QctEx^|cai#&0&ydfE$UVmhS1mOBD^^o4Mz2)`*fp# z3)Byu?IR+il}-Bx2oBH{%PUK6hQ^5bK6G}&Xj$wK9n{!e=SO3IG8yg$1*mT8)TWj+ zXz%Ts_kGkJ1ZMIsbfRh^U;eAc~fdrsT9_=1ltO&pR+~!0UT^hK+uglqMSv~TRU1Zgv zn@#vI57@9eBOSaI9(*Fp*+mJ0P#ed7dBCxyq(bSFBXfK?u63tiiJ7vuIu6tK2#93@W7ge!DkW+hwljT*ya zY4Gs$^-;4#3^fL@rNWk8b9bjsbZ)do$oS`7OdI}BS3|RpJllE+EGzO8`Wsv;T&5!M5&Gi5TV#y$UaS6yU zr?yf#j^X$nur}hwhQ`1K1-@uZhhX|neKqh}49V}4(eZ3_kW}=cAkOfZXmDa(s0qi3 znv~HHMXG~l3^VyeQAv0^P158Z3!an)zz~T=(omZHUx1KP0E>VgyLWM z>O%7}_7>!}Er{`S=de3@O0=fVwM7rUM=L$Azo_WEc^-I{yl3WY(1o_^mJe| z_*~IsksFU-(a(soR*`*r6h>(qkfbGn)r!ngz>qfEocE#6iz%^rv{VIII%v)AZmB8F zA}hgoE|eure#mvESEA9VLX|qM<2?ECQ=+qUC_<})9%+b*EoBQ67yXRO`0v<|K!A8` zqcw6;7^Emgr@sLF5i0DbGtki5jqWZ49{*$)Fw2bxZHYTapuz1M$woVseO9M|(dq1B zhpGoVpki%FdX&!%r8Y-wU$lFJamRdyfKDtKKeE&ApV}l#+VrKB(2XK1J5X(ug6j85(D7teoqn_%+yB@M6iSDg$X1JkVQ#Tlwz_oH(eP_{Hgh4;-uocV+eE22 z<=NzXito^%?yD~PnurbBP)oHUuJGV0W5*?B29TB`m~BfL)o7-oiw zMOKb$SgLg6_Q-}cdp<@GqQrr@6a~`wd~T64S_}-<8XaS6oiQ}n?e@gBC>kkb!Jp2_ zA;+dDIMMkanST7K5+3!@LqEyUo;aR;#SZ_3BSKhp=y9JM?r1!H4cyIJ$!_AD4Nhvo zg@1iZS{k*;cg2^fI>BS-b@CX}GdTAXW79FC>Z$FIEXe>9T3?Aj6i1QJs z`#J}yi78%8v$7-Rxw|>&_aa{cH7(Exj9*Y^uZqzoiMmr~Xxy(b73(g}5}Zw>V>(|B zClmU-^7dboJ83xL*=#O1BxJjeV@S)}msW%Cy{c798C_XRh4w8YWl7SdPX2fl0Y(a; z;lD?_iPBM@Ap;iu@=PvZx*eJK?nmHx`&MTm>Cvl7jA%raY;mRz;<9Y%%GO3~_!zYv zPFb~~pH#37{^M*cY3Lp%{V+e}7bs2asg{%^60Wc%`%>1F8Ze!6aP>z?q2}mt3@1zz zXEhnW)0_fkrX5}QR6_wTDa=Z9OAFdGK!M8~C9$)YwR7X=7{B zSpIgcu1)y^^H7a6z;_`9e(Lm#gfI`sC-^dTBqBc=Rupr>i0Wk&zoj&Er`_-o*+{kt z@(j%+tKt(&Nm$t#eyLIPv9OfXK9VEPGT};hA}c0RMBa`$o9*L{EqkL!YIJr?+3~;P z>8|g&X|U+Ys4&A9tpSrDYQfYXh~yqB=wmo_$J1%6H{5T1GMU@C_aDT`eCAw!p*h}f zjo=Jv!cT#J+k?mW_tE7y`0twhdsY5@i~l~6^e1a?h*H2zC+Ev@vww-?d`}Dj=~y3; z4w$Q5Q@0tOSwl|;y(!nWQ4V7;Yv?`VO>nM1lvsO^&i;wDPiNMo zUt}Utx2rQy0%s=4VIV*59wFx;LR^=>rH1M$GH6mqk#i5}l`o|Rkis|Y47bIb*zb?r zUP5#XE_EsGR3muY^uD2c&I5OwXGl6DT{4`=)SB&tad*(TGvd-HHVl78o{A&y=tAj% zaTa|xE}fzQ<~J>%rz0b5CCgE*k^5Z)cpHa#TcaG<524HE6T2^Q(azeWbRG~o%bv0m z$2@C@Awa0$U`U29OpB{`of&^BE6L^nWydnqNF$5qv06ge$5I0*%@`kQFihBZ_%wT@5r?s7ug_{!_3&*V^EdsM9Do4 z(m`iRaC^!h{0>N5vYhaX!S&!@uZs{Z?hB`TJr75N=@5HAJhO+1sy)T!7;#~A_GBAI zu8rJ9WI=x7Bry~{_a|G~J-MJF^oz{6?lz{RUVrdTHsLJT(MCo0Wn`N!H!SXK8n)dx^gg{)&R``vVt-t8tb%3(*-xcUaZc>lotW#OqjI zkz|FM5>>4)SS?m;zgln>hhJe_0LkeNH8Wv3m5n zEgMU}m;~kZMw+q^#6@MSU)a<%{KcKkPvk7iPAz9fR%}iMS@R3>au)L0fscHWF;hsG z!%-g4*orzNEU(I25b{G4LYlQ9N}1D$02#N!oDAh{u-woBOR@U>?>V&_TwFH=t-N05 zggQlNow}3nbLt{YTo3#r<<%e~)Pf(@DSn+(2SAc4)~c#li>p`*Rp9HqD(LYFO8ecb zRaIP#tGF7fz}IeO*@%RMIn@D8 zQeD-!d_5i)hdqo=NSIe$7^8HmNIXY!wkJ3HpTa0BP8dlopUfKW_OPd7o#Dza_$9Cy zN@fi%Ldtasa{>eNm&C?xFL9|bPe=$Jvn@4Pc{R)l)rdAcgJ!g4REd2iS)nHRY0{`a z=7@#>S*J`mFclX1l@2nxHyoqYK1b32iVaJBU9VVh!~!8596iTDJOm~V%qYYLedG#XDhwxg7`DTn zXj56agJaB)!s?-(nSjz*2?46ar5#zGRb6wc>pZsNLevbbb+O{}UJjx2_;$a84RKtX zcwFxf8?Di(bu2Qp&C3#`$?FerLcr&FKG3P#CA#m}SAc80r&Ze(#>`_AiEB6bl>6KO<8*tQr!IJa`=BCTU6V z7y3r7?KmAki9@d5*=!gtjnU{QO)q zfB%Gm+lf%j9|N#<*#LMg`OIWRdN5BC*gJ)(<~Y^RcqIjqFoy`PlgDguMho}SjrC%_ zf|jPi&G%a5S_e;k{Nz%h$*pbobutL|*wL1jE2BJZOh9v=^z?7I8;E#z-yM^gv<^46 z*DkMQj3xJdZN& zFiZwl665ARikrLWTGj6guaDLR05mhcn=VbPdXw9ASh_mt3Aun8+f2BGnMY;nwCYvS zIy2iT`0Q#o`_5N(d9Lf z?hZ(4Hu?^l;lf#7P$R_Cd%%r^*hMMenGDvW8>vNwIidoQ6^u&>QHQu4A-l!f(8og@ zn}kg;d4d;5k|s+x^oAEl7jo2kcF(TE#mh{Xxp4(!U+&9|DphM>i>PFkK;1bbEIKU%c?4z~O>TbZ!I1gt7P=+qzM#d2g zoY5A@fvX1&j~e&v_ppW6iRySu>u^JGLIa_ajW(JnjlfDG5Zd1d5U1fP6;$L^*>ZL% zLj%HZUdXa~`Ld!r?4kj<6NZ}Uu%+MS2TAJgY=Y*e1y)#UsuU#GG@*4gfw%$g=i$k5 z)3}_QjN%@Mrn0fStSOjwY>V?2p+UrF?68t#`sf02Tugimt5Hnf|Pus|&- zIKGS#M;+A6z0O1I>o*-lQ}f+vD)76Q02r!RiA1d3d&sj?K&5Evg^Ez)puMrC1WFId zEm{_4)Xw0DPygVK#r?r(qYevw)$vqQR5E$-u&b4z(M~heNOt`p_tv2*p%(NXY z^K#=Y5%i`gcFqZhF8)CFoEXX*vHHa)_7intDJZ`$`kE~2TcmKf3*Z<6r+ z$?*6d4m3`1%GV$ExvN^fr?0q3AZ-K;$?j=njW2MALbg9d5`e|M@0yU&6PAab> zDla!TLC3)44Xnm|c^A&|fna*rk7R~p%W1&3w_f+tF8qI({Ep!z1&@bmlM`UCC$IHk zz@DJ+N>@}9;n5I!`s5)U`lv;9a>FK&A(w=Qq_6vJ;mBeC)Z$pnw3a%qf;NcYw+5dr8TO`>3KL`E3(oijW9;BZ9bpmVz; zAyx67PoCWz$t(!lkF`)G4;*@VcHZQ>HoJ0rU9doN{fZ`4bdxqUo|2G;aVVkf(r%VJ z-wEnUr{KY|e6>AsvBd-qf-z~}&DsS80yrQKud*f;iron>I&r5~o~~R>8csCo$BqlR z?%-Z%{=_@iA9mze*%m+oOd;zX`!^`r@gFYH@|JAth%da_PkfaX2Gkej(i=4LhN!Gj zaXMd25p(hM#v3)f*cll%tB!FiZCqcOs_IJHHV5ZT2sLMMgC?eRcd(0#JlX8Ig;03KNsJgVg)y4LjQhb8-Xn#oS>cLxaw~)5I(Bka{&w z&6NCUznqQXCB$qFzg+nt^^C^k#=~B_xa$bMKc>?Ain&d0Van=4MYxQNfXnnIs$vt; ze;;@rb)a+JUGY*TZ^44c#M!Q~9#3!)bld^!U*1bhJeKFlG8>iGMyfT-1E^r|K@*?B z9Vwcl%yp-OLxbEddxq^Po&mFS{bY5D)wiE2PVOBn+ag|?**C11ca zdr5)Bzmyc9x-S+0NXbO)eV+5WQ92#O9q#Qg5G8REVHwAbYhMSAYW_%GDG}c;FZN@O zkGGOritM(VVrPnW0cuyP;0}4hnFMkBjGaBHjGxtV%{jZ!8=2{sE-jVY3CRdXENN1| zs7I7d^i6UEwBJ7JUGLC4_c+-H?jJ~vu)Iay7iprO%o1lJc(_@KThc5k4zuik1*>nGS|IcFLH4Z zdg)XNfERMPK`wPukkzs(hyY#0&3Dx;;{JL4TrlFY&oV zPKabnYFr;4?tx`{s*b>=+|XY|Y|_;SPB))<@`q$(2P=4jA>NmhYGrFW*_1of$zQxe z+=bn64MR+zW1>?s5Js=cOHM-hMZk3zZsBzw#M#-GBomj<_!Rz_N1yH0D=XO-JZDhL zmhIP)@zA<*qo-`ULD`X1ZIh-rOf0dL;*0ieU5;i}!|pS;+t^{0zUa~vdc-yJSy0z? zkZwVhE2W-HWnQSBmIFSjEJ&)^l5k=r+s))D8Tor1I67N{d$<<@J2lO%4mPzJ?i_Ie zf^eV;utSRBm;L*JqcDSsyn`AS<09B2{5Fy!erJa_t$IM!l1ul#`*#p%;)74zeTJ1H zC!sd0Yi_W}PU9(_(WbImQqD!3_;>$!0ROma?Ug3k$T&hamM#!+HZmBsM33q0%^5-C@#wFjNC8&Hyr zGn8Dm7%?i5ZSbEkZ(neCM_bh)C-5hk1K2FVBP@fBta3w%{q6v1^%=4bHn`Ya{(%p5 zG(x87qIA9`u!s{{=Hve)nA>k!1Qd{LpK48VZe-$7X~X`RAPkLBakagfTqewGt^d~< zlp>rFhM8C`6%73HiVASTnkt{cIJ*f&IL_XkwsuF~{m*cXEq-i$_wVd>2V*bDir`pe zv0kIP&1Kov^H&{vM(RbtKWTNFC8M3xerXew5(&l!au@4Oxyo zoZvvO8)I-RwW=sFjGK(4=3mIRcytB|xT~90-BwSA)#>~9`%bOl+Fst;iwpXDPM%R> z58Q$w%5Qiu$FBIz$))gJ>3ox)a9T$Uq|J>!M*K9|e=Q<65K#NO)^iVBc}-!0@;3mT zg6&rhe2(fjoF%H?nv_@lYdXlTKGQTO(fo|DcuK0@x5B*`qqHKubl^{_^gX^3ogdhf z!yapPqrKNl0W?zV4l2>>;Gt)%yRB`3GT$TB%~7w`-Cno?>1HVJwFQ*-+Fa#*r6|6l zyeYsZRNYt3s=5_Hsp{6O#Z|Y#GoWT+)qUkes@qu~rMg>3QrQgv2*t$)yxo%QHiSf_ zkMA(T)@%#61{lNN=D+USiU3L$V^!iVPgaCf#b>tOB~%6R9`s$zv)V_4C+SR~Mkd#g zqIlSuVBka=X?scXmqPHOH{v8?dnt&)l3!W6EILq@oSFw%q0aqhT<5c~r*zqv@W*|L zhCVBU;M~jWMy-=D2>dq;bOPUP*S5q2!R~$St2n-U$S<+cgr8z;;ZsiX)_-NWrbGJ_ zIYbPTCWBj3+r5-wjA%jYYjH-Y=T37XmZ_shbn{&2kuXl+GRzVe_sHp$9W!HYJ7LV! zTMI*mQ>Cn)oHf`S*_T5bm$Pv33Fs0Z>SX|j#(l-9XP{S%rULo1reo=PL@ZKLb#I)V%_3q<1@CG>}?|_Fay-hoE%m4#QRRI8{-$rC@t&Mj# zI-^=XpCPjw3=hTswJ%~FK-+_%m)?JWr-Spg-$YBMI9TzmZ|V-keg_L23e1xJ-Wlxj zi46B^Z!kbj`dg4umx}+-wJ~UJt%m>N)bYRF4*MTi(9%@bik7o4#zDH265j&%1;ugF zHIy&OfB*dnsJOHDO+Jp%W`*B!1=3c0D|`R_eeOxv{Q#x7cz=L`$vpzTpYnJkM=Ep@ zxB_w5cu$W}0Ajl9G~i2mOaR5ifAjs#=h7L2I7n$0^V|r@$E$(|81zhEz8B84&_VI! zbtO>-QQ)2*mYh>^EZ#`m7dk@Nr+6d9)dTM{mZQ$`D0Jk{G0vfQqq&v%ow0c;gBRwm#?{ZmhokdK6mbV8SYT=Gi}hVU33)Y@N|YnTu=% zU5s9lQe5s@hdAQ1d4&eLx*Z`kIDP!ZOvB4TY2>(A0}MVO14H=bvUe73Z(kPHkzg`) zr4y@f=XiPffdb?pl-9^qC7kXl`g%g#vQV_(2Cg&}{Xwq_vStV4=-POmn-@J!hA{NK z(gBRoL>L$US68TmrX@C!NnH z2C;QW6uuv4+gil@!I9fe-MnRfUaxx?-z?7FD5BSxn4-qhm9mB91&Y=KSkSXj`D?Kd ztUf_Kz*m3)dO!)dz@-UHll;cN@29dXvjjCOfXwV*9T-0nh3Y1FCRs@im5BO(n}teOB7n-9zi)Gpb8kUrS%jn$$J zM8neI_x-(45!5k%&w}k?%*DK&3&MGqgIYiN9Xxn;eU$8#222&0#Rwl*lBmIG$IOi> z&~Y>58n!{N+|XlLuz4n8w8LU|^Wj@?W{B;>f1LG06UbA9W(W@nOJGuLImOfNnJd!n zC;KfoMPJ;Tj`nciKA95JT@`T!s9jhBWi#VD)59GsE)YxWCoS7siR=ELxK+dK-&)E3 z4bT#ThDY4?AL7N!$b2%RG;sMCjRv^wzu@q?bfQi)wgZF1J}|bsyPXXTMmv1vJ`fJ7 z<3{P-==@VEY!%DOcvM4UZ2jo03?=LJ>F9A8QBO!NGfSeKEu$tSDIt=G@mV&WVD_3` z336-VjC%wo+`PxJtYf_Fi$GAxS@@iygLjJ0n zrE8H8I>WqMl#eghIE){+vp?J}IwLPCCMVwFtV zbTUmzBo8|Kg(!GOjkwtlY}D-`O!5~^93OcH(kvxr9!Dv#KVj8gQ!O!XPD-sg%vxa=Cy^LL5#jlMsZH$)pvC zWs>R&cL`wzqI3q%uMW&4d0eg;MCMs>S<)(

N=HVwcBOyIjCQ4E%Guc23h!c2MOa zLE->Qqo520K6w|$+~9EEaodo_)fVcg!i^M(f2!#JlGzI|!bUV`&T4gi__zL#7tcM% zzi)k5|IUvzaf9;k!|%L+qx2tcHa6FO|HJS6Jc$y{uc$=3tARiK#`2#%_uS?in^yt& zG6Bo7*EfFy*}oKJ}QC#0^;q>cL4FT zQgi&QU#`-3H}3)L0>MJ1KA@d%q~{8JZS%K?ciijl;&4_ISGwa3o=|q|=(4@_rE`FL zX*BICVKjZ~%jdR!j~Sn0hBe*g{rf~JhtF^Q7YdB^Oyy054*0)*e(Ns? z{8_38f9(`k-86e0(Es=R)~8xav{_`=p3%seld!t5^R z%@?-5$ehnej@!4#)hu$&pM&|*3tNAUFu$awZE$fXSWE?@`|rQ7_3snw$8l>fS*bLB+|e^y!hhQWkS4M z*e!AZS6hI&Ho9I65$??A^^k;or2sdy@ad^4TzjF?TO@B+7Q{P!bU=*+VQJIXEU`ZI7po_dF+3C z`kkL29^;DtaBeg@LOT9%LN%MuH}CX^_22rZZ#?(hh3wMBOYl*0f?Cg}lf5^YaQ-}R zTavPjlbYiC6WV7G{zDvO_Y!2!2n+Oi_m(Ly%CYb9yQVIC2sb4jRm1;>yXWN!9Brb* z?VxT=KltGIUI)9&_XZ=pu6Etu02G%=<|4af=T6XOpCgSCvb~_bzSa4|;ERl}dQ||CSZLIXt&I9|Y{;Awmnuk*ukK&tbAxhc1 z7slO(a*z`_Fm<8~dP^jrIe;QXZ|LD*$n8GCTLVvXADa)>E84DO9tjqV+mi>#JDl=7 zwM#&d0j{@~MD3Pys;%PMf_hz10a}{JVt9l?PAJL22ki2}3c`XN4bdI?95L@AN`xCB zeY{;a<*mUIhwol=bp&)sjA&T0whjYAOD?4)oafQGbl)1eA2%!=T)L87ubFa5x>`-K z_^xm*fStR5$LGYDe4^rV)Wdj;AB`q_6rtbhAA$h5)=P;6T8A>(#f!Y?KccBO@C^QY zM%+C%8(rN-C!`16Ws&|a7iYc;E>KS+Rm-}qXfEL(r|=4RDDJX^&$+DXo(czD(>KVo zJDm~3obc?#4-Yd5{XyLp9{V%KNEzuhPhd)^+)*oXs&7IRDU9uYTvvj-7?r-9JgR)N*-RVWO ztev(Na)+;oAr(xpX5cvyUqcks|z)q)G zgwE1Mev2B0b_qu7piWTHlO;v&&vE^Ido(D!XY0>oj&}%*aZfTu*|RjBQY3#m0{gN3;e-%bG#Vvz`Uw{ z@6(hjeKFUy?E|nC?jEix801bSSTf|Xai$>jv#AVf{6dkZvnN#<8~lsk{lhVyj<9!) zaQS*?Z?D_#V#;}1Jb^021#{pQbB6amzfxSY3y-)!5RXo?bI@}nbT~KYP@YQS&O;xe`(%|S09>i{Uyd;UC ziR0QiV!stm$anBlP0t-+SvOhi`o|V%Vx28Hgj%23_G0r$vq3`y zmhkT$LGZVz-nqHX0Fd|!v9XOWu7Sb$Y1kCDL}fbl1*&g z(ngROV+_0f9Z&=Wox)0%HV2{xmX-0mqp;Y^8RIQP=PGDe?4NKiowc~DJiQtaPjHa4 zQN<-Jj1ffy*NS5)tufJm09(&IoD3ZmGcgF^GhBV|NRTY5O-ZH(i=~?C-0KZm@UWb+ zousgFh#%v4e8aFgqB~9n%Nq+&O`wlL(RBQ*h(V%|(uYOrtMU^M7V6yN1`d8)thb}l zo8h1kUE|8>AS!j;Somu31v*Jg>z;o2#Mn4h-|xBr3tZ!i+~rptRy%h8{Y_P^;DMHnO)H+1I=MgI))R^{!<% zI&HYA2K`I-_d6($4Z`f&5KhZhd!H}*+_uoHo6f^H=&xkI*~qRPHpE84xAAz;Ze(A$ zn$@pdxw;I-f9opd*3~z!!dzH=YqgQ>4!Y~Bmm6zWE?<3ZZSBq1udZEgWN3?wA})Zy zvr$2x>a=Mr1l=o85Z)*W4;-kVMS2-&9wJu9PDrI1K_$ys4+`D>MTab~PFx1I*BZq+ zE)nFMo()qCaT_uBTN`Jib^QqH2L0!ffoN56*zlfIakw$YW#1T9ol;GUTVI3;e~>gs z+UNPI!^^D^xgbN-4MC3hYhlq9ZgZ>zg;FZJ^7^xvT<5UXyWR1mS`gbW;o_?iMe7Yj zWoAoX!&WTTecsx;W#&qTO-tC0d^-zs@cj-v;T-g6zhMamz@R_b?;U4f@3f$9M|j@h zakulNkzIXrJzIs)UJ25P=BGxLT-s0E;e=1Vxtw$hH^M#!nqA(e4;Ktxp}c>8VH>zIZ;$5*NYU2})$Xb<=J%1nC~ z8%6qRgku$er{jg#V2+l9LTFa<1c=TCcw+&of~Nyw9Qav$CPWH?z^)=( z)!KWojmjU`VIoLCcMKV@1_y{`IqDMC$%de1Mt`CXm>s3GDd#5+qi*ks9U^w zj%1Tl4Q%L!b>1~xaRGw&SM2UNHH&kmkB_;^sDnw(v<_4y>?-?$TpEy0Z_^Aw%T-f* z6f!V;Il}OmBo~H9HprX|#1jRdROdiyl~SRjlJNWv$AcAwk&Ea81%Tq(%{inYj&geN zbxxB`drBu!Ng^)Sp-Q^_=>YDQyRH5K)J~*ovU{9*a*GAgasK&tdBL4FpQER)`~aP;GVQh-Q4^BgRkDiR*`3M4LMk##M4nOw(Iuyj zbB;%qi>B8D1a8$-9pXhqhAWlnW*C zip^He+EECrsMh-KUZXud#OZo&ACvpJ;K%YM&+MY49T(DJZweSCL_O?DD@~0%`O>=J z1m`-g-h(C8w-u3uvPpC`)}Su1%K78u)`=BVaqt97T$3IfC@>v~gNVC~&H+sGI2Hqc z0cjv{O#G%N^+xHcM}2iX6eX{f#(XAK;^EBu_uQ>3!kQ^M-d^5r;U!1B4K+EAOKUq- zf<241bgATdoM&4QEFkxY(4p{N@G^QvlrQp@sJ@8^4pH0;=&aYG9NbjmmemTdUE@wr zjYsTi((IZ_o~V4e4IxJ4Qh`JdFiO2-bxsg~?vCZ07Bhohf}crjby*(aUiG?zmS9un z$?(P7MnY9yCJz4cagqTcDwLzEW2hnVL%8veb$KK=l$}uv_xopGqlZWiAk~+)BGmc_ z?co#yjJHTzxc^QfIsC-%N_4u-dc%fG_tQ06+l=@JX!K+&djs9)_jLVhcyh8WUK06ZL%mTtuG7~;S8&M z>g6yERozVqg2fxB4bn;9w0eMW5qk2HUgZYd(`H5A4wkzqfnM(I&yBr@rQY;EqL-UM zwA9B(V~{D*UU@N<*Znkbu`OEoFzuU12<(2)eWD&ymeE&&#ha8&@sOp(9pex%nyFEZ zUfH8pb&_(9sMf-G@qy54+mo%rBOwd%;G7aqv_W|SY^eZ6@_=Xkcv&zvE@CBA0ui(t zyV#G3>Rh`_M{<7KPnlQF_^YGW4|!AzuOPrn^X|D>*QgwmX(|U%hT{N}VT5}f5lNm2 z*c3IP6~d%iQN&_RNc#(&G7A?twlDEM2ag%r5bsc%ws3<8S47l&E?hkP9G((%>z7v7 zqw+Q;;IPo5ld;&-L|fpvlOh*dII9C6&L*dkVIIdQCVQrxVUET5c7|d0!jIckbP&yY zg+#B*hS`D!M*-s*Z4STLlRnaD8#5~z&f|H9D;*|!*G*$Bmzp)MrYSNH;qkGga6<-x z^ph_Uw^d7ikock9KVI%AVp2xSxtX*tU+6hKs!KigBR6YdrHA${ICq&+KKt6vcd#&fanSfz}TP+VMl4n0x^djCzoA^V6HZh%=Wj(g)&F zvdtBw`~*|{>dj@nw)rN3>F97Nzqa{hr2L2+CU8l=x%ocJCn4W1tGU@i*7>m9bm_aB zPmunTh=S<$qQG32`@!b#Blo9@0i-Vf4>tb;{u=x*>`lD_RcZq+#`A?Aesd!>{Isa_)|3uDD*rX`C zm@e!8+WeO+WLY$4UC#f#`4`Cf@kmLyjDNNDmv~b9Jf0$RJCB;N_0qYmpJvWWe)r2| z{LHzn&oSdCds(7%Y3Ddz`J-79UFrTYf*E_Ju zxvl?{U~*D6o*Rl7|M=Y2KL)6r;w>3J9B(WebtD&A1&J|V;ioV;J`;lCcNkjyP#WON z%+?~mveU>bCmJ%Malx$iCL+%AjPv9zNZ|9gqRcfGh$-=RAI)KoD3r+k^=m4 zVvBDnJF=+pr?M`OlFm3Pii4!D6b_Q!?O;b2hq12pTRm*4v912iR%mvxo7yQ-1&!Q4xF;OpZFrKAA#|+ub2T?lp@BCLC9Kc+$}< z+Wqyjnq6>Z(de+>Zgp|{oV%I}JRs!uvCvNGdvChi>E3p}4bIs<&sX9+?b@35ez!T+ zFl_C35_Nl8mJR5}Hw1p`gr z-`JgKyOn0!Ue`wwc@9E|QyT|+UV?MR9UdOUJ|?#&PUb$urns~(+H!O|UNnjJ7z%+G z=_ZKe!xlRxr%MvXAL^H7M2De%x_Y1$V(k{r6UNYnHRL&Ej9Ehk>=WC=1T!Hfs}0b!#sc0*>s*w2^3!kM8^av&OILk|*7!5TUbwP>Ro(WaOXn@@A&;DcyQO${6YfWB2i8be zT?v?94R|g_`BVlRJp^_Z))7Nja806n%5=$dlpLek;4=t(CV*%D z`J4c>0NQV(H!VbA189jWWG%UN z{a$iktmRu<-flfC9lx8gTOuC;HqYdmlbfuNcovQh#cietQ&z~cmW1g_^YT*_QcuUW zp`bM*ny^BqwIiCWG&46*ot;(15&06>LRYPJS>#{dd>Ou@ACH!vAAaMX^K!_~h@;Xj zpbL|k%g#1mM>)Ai%v(Ax>+0seg{)7f;^6Yyn|~E~pDmRb2l9KHf8<qPY ztzhOjd4wKyuAILht7XKv!8tnU9dxk_#gD-RPaZhPYcT7t+<*f?AlrlBeA(@EhWs6S zZ_=B_#J8ghv%#>_54UqRcX#T1Gt%vI*t+Jc07CFzZcfR)`x)ILu7!N9~hG4D3wat(pC<3{39VP)%~JXcu#&Y@__$Okc2ssy;u5&^Y# zG8u~8fj1nK_DHL}Fzk#lR~+gYWjyP2*!@5qUV?}vupH*TVyC`z=kB#HZ(Ym2F~DJs zR;82C#XuRo1pUbeg|+i^grTADM~0Uf$^a?Z(NSh0?0+;Kj4Xt??J0>s`|Eda zUb}xYyMOIVZ{M^dJe?z~6vlx?#&to<1(^T4eFHw4N#`MAJ#i^21p7EU=p3(PHyEvt z9Qg*;n;kFk@9YW!a0I(D1*ISgI4218^aN%Ze3-Znf+r3XZ7XU5uxeSk!OM(GMn%Z&SasP= z3h(ggeFAn>uS&9TSakkF@g=Obo?&+|qY5Megrw>FUZ`OY-Ngu?SLlFtNH`NgpeQTW zrJcf+qb9;sQkSymdiLJnMtE6=C9_aWu09 z{(OtpN%mfs>nhyo{Czx~`T@^)cNY#J1+)7hGA>GnJKZr;70-G1l(R|CI{>ttxJ zibM&G!PQqY$Pq=WRwg#YZN6BFu5cd zUVl#rG(mu%>X7%05|~nnk0Hruh> z5)L4`y$YxR$q5(UHV6IQaq#rAJ`~$_Jx(aDCBv?Pw98Mf_#*yNR?Mep;tfFfT9&DP zywf@lATPS=@jagED!yr|b&HD9Q(^AkLK~#GbX(7()vyadBGhzawDv%q*Qw+BDfQax zy3Q!qLFv8rp&BSY*S0V%iby#J&_f8{wTwkvq5qCZ@dD}m=wL@dNG2M!gn&}gZQBTg zs`<~b2mX|;y(X6u&7EC5$<{-2@Go9H&I#4EJunee?Q#oJf@wnQ!!1-*AQ~DM4eF2|`R9 z@R2WNU;oO@yEkRiLc!yK!!bq}g}6EYQLib@t>YW_+~f?bScEWwF>g+IEf6P2QNu!a zY$(~(z=6Vp0dnfz4KG^9b99~+8lA)8B-SxJ5$|)i1KNh0aOl=`6)ZmxRb(}UohLoo zgyX@uYCuja!Zv{MwXuZ5wNMk|rDZ4`&*I=9YPADd+{>j5DDMsc)g)yB{*5Osu=EuP`PhTa%g@ba#3M=KFgF77-%8e1Z@ z(|#AD;vzjo@1;;*XBmvvGTs*tJ#I+rIE;g3Y_cK111B(f*s{KJyir1ojX)MZWUSdZX)n)0%;aAa z>o+u5lpXi!_+_AiqyYM_dqor6f~RA)@gZk}!60Fn4IC8MuE`L{X=QaESSCLOK>8;D zgQUS8K+P_JVCCCOn&7740=_%mI*W>gL=-DjgVEk*_j#roZBhWokN9xx*kW)IA69`n z9;cH!E zq{x(d8Dd{st#obPtd__C~`{ zO?+tr_VZDXQz;t-#biPRbs{4IXt@lhWjbv}iO_Rb$_I627S#pYN|wY}h%N;V;4c|Q zesQD5ui_@4`W1tyO7Cg4r>PRl?p)Oj-(-bwFS%#^IJ9b0!ygQDmg?M5ukLiWtGcRv zJ}PU8*L+A=TP9y6wk_fNCAk8`fyj4($(G*JXt?*>&-=Hx3=zLFm1o3Dn{B$#w>nmW zN;}sdG9>5l1HH&Bcik{(u z=5^xWxR&PPw5MaV(ri463-%KpD9yhr`C^Vc{BG!7Kivp0-YlA+#l;v;J+dIfvJ9R9 zh&zumK=@Gx{~C+oD}%1#0f0>aAVvkMdq`K(j`M6?RuyAx#pRq)E7F zRs_kf4&|4T2ctyZb`t;;eW)v#c2wuW^0b&cyLI-W0TXWwRTwlIJ6^cLj)_j8m)Nw7 zPK7NFbhw=^5qDS4t8K=pdJm6sAVKU8RV1LYhA4u$iA-W@{J`ftO@@-6d9)ZZbsA%d zLw828hIyqthA1kwqDFChpx;qIpFyUJJxk5iUAq*806lG(h%zF5d<|gc0E+II2Ze>M zp5Db5Tzdy27q{j^Kv*t4!f*YF+L0?PA;zaHD;0~HIc?3SE-Y0~Ph0J&3QCotIkei> zOE_*eo#zyWlJU|>`^yH8pYCSJn@8;qcB<(PA0sW*Duk2QBI`@MzA9^BnqE{3X*OaY$t)&3s?`Ct7b%5w)*zAvC-#OCh$zk;sgta8g1BG5h*=-?(~7_vO>j? zgji%t9py>{aZVe=GM?QCubQ4+E8d&k0?|^>u6Ek}vm4;`)hQeCQ7SEyhH9NPa~UH& zOw6)*3tv}JkWyNOa!v##>DF$KAJ-+2UA?^ABcL%PJ1Ur_$DQHE(yu|~iZfGBxddcx zSpZbhvU!wLwNK@3bg&ff6wGH8+OH*0v8@B!t#P~~gf4ltkJ}m9A4oW!%#<(D52R_{PQJ zHJ}XNVBieI7o(lwa!fdgvuXbT;SzlfJmKx1f-5MX{0PS@c$G%4V`M9j3d7{eYX^k- z0ONQg5m%U*-aS8W!$~)DQfIewGlS)+tJI;ELIgX-0o}1R-8cmlBf${SU`VsoN}zDD zrY%|C1PCD*GJXg>@8Y6&)CsD?w0Hbzj(6F))6u50+V9!LyLHZe?S|C6=0fHeW$AbB z7d65#t5e-0I#e%u(2BLhuvDuzKsjMmKVYd$ni=l(#RuLQKphby&}xw~I`p zB8O(9h3+UhR~`6Oh?)Su>6)dC?_`xwRZ3SGWySawc4O7*$OnuStR}aIi4j>vj-B#g^}?i60wj z44=gQDpz%dTL_BrcV6#Gz>KrkHnwZrd4p7o4sl<(3uj6E`d}V54Y1kR#&qQV|6qm9 z!ugT$#I>zjt>YXH&fm!83B0Oz*lV@@RSHsS&benyQF`QYsg zV3dC8@s2S7(^7xF~ zJ`*aI@1Mb(L=ZsxpsAeQlxv%J;7SojcUplRu|I@G@+}z`DQ>Aiv!jnh6yxj+Mpmsyiilb9&@p zW_QN{RrkdKRCk120MZLHputHe)yYeV2CvETh+o1IiG?hJ1QF~S+9M!7z)?ZuCj%gC zyyDNOSO`YaaxN4l#eK)Gl({rgz>tPo3Z0;i%3Fiz+ln(gW4TJ3sDo$&W$tsn8_>&A zNHXWFd?`}iip(kOG85D2WDRlLU^NkI+71Dz&Yszfa@#oH1n^ol{%LjA%&IGG?0oHx zk!MuHaEvrN;krnn^jbTeo=CSUJ2!JXZ5Q*lTybNU+oUY*C;Uj$s=c)I<+s23C4YdG z9U+sb!3c&FqsYuh=7fRd{YvBd5)n4JhfW~`(}Y$)-|=NvaM4B0IRoSMEAf;d}AqitEv$zy^|x*ph8 zNna1>T)v~x0th1+C?G=~2(|!{94i+PxqKI46cEY)kts0#ZYq=xgrAWuAxJ`wuslsC zS8(wmQl19+1B0*)(S|xK$Ygi|V9L+Q&=5y0ni!-frAXZ%6|hP=cr-y<0G^iO#8?&Z zk>3+s36RjU6qg&WfKO>%3hOkFlNB@YaRZ;;9Rix*a%5_!@rHijWW*F_{9FBposIjW zDY6lT^n@$xvHaFr4G~V;`D?qd8SEnAY^7k;2#ro(PqOCFu*kR~tU0VAgvOn=Gs((j zDO$PMZot_u5^*t^yy1$5fJTyPL?CzG!k(N41=75cBLhjW!dK@`Z>P5bYXcDN+z>rTz-#>c9r;EzYZ(yG!OeE;H zuO)O{)=<$RxB6HDmK6aRsl`8rq9V2I^a0>aqe!4@#mR#_Sjnk_>bO_*iD$b7|GcvZ z`HJ9$m~#$cRtaCaWIsPDmveAoO%%OqtRzfMNR*y8i13{_KPqbxyJ6;#5sZeZ{Cq)# zqHwUlvv7H^eMM2(*EQxpQAyd3#UUg2Y{`kr%1-s^ib}O6<0r24R0X90RCK~JTG3mlsAz#QIrRa3?p3M}q@fVIJws?>n~|bP z%4>bU>QW7mDx<|Gf+P^y>#*vHfFPe7$1p-+{}jVicC3OBTtZdleJ_q<+%qjb`z$~* z4T$L!x|cUIr**2L=n*|p`_AK2iK>LS1L^v=7N-p}QxI_;V#K z;25_m{E*+6Akl{z1cM*cFhA4zH;sE9lLRZ-`y1( zcW>Tvsrcs7u7CAwl9rdtC1f}dYI#?VUtKEHu1mx>OI!14Yd-C&PrK^V-tuX0Nm}Bh zaqMKCr0O$Y{P=>%};i}?(E-x!AE2^rJ zWzJO@LQHm5WiU>qvD|R#R2IR^R@OGSfGUe%Dk?4VR&^1~9c4ulS5mYNDT^KVLk;b? z=8oT17fGA}3zd*1S73;R%A||`g^EZu#x@I;U?nFiAXNx+0sqOP%Q-t%6INHIm)}?z zHTZQQSVg?H7%*u9u08?ctBU~(;ss%~#c!PeaUM1V@T*fj7aeXBOuV6a%58OwX&eWP z7;&8!AeJ?oP550W1)mDFKQmI?&|0v#24aXy9XC)*R0jV&N#rMd$$P&KP9{&P@@(MPH#xCBIzFwzn(=1x$)0z zw@tKVC)=-R@JAX&Ued}L#w-K4qZa#F0j-XLpo1Py(@l@2sWuS#GQ7V1s8i~p3lu~m=A#K?h?64nYtz%~L4;FV!9I6pANiN#ciqCah@`TQ=r zNbv>w=OE{H?o6@gy7Z-tstPjdKKmF6t0{{E+CSpR^m(?twb93g2Pb11`)q*x^gK`v zGBZd!nik6JTdT_26mwE_jRC3}W@fAWM6^ho0?$_0W-!$dGuuP8 zctV9aGxR8=SzAJiAPqk?&MN#~e0Y5eqWwQutZqPjZX6LFT3A{pWXFZ93#COYGcF)K zEQNLi4Sb(QnK?s4k3>io(TeSmj~escJALR_6dV>hetL9Ke7F(i#K@$pPa^_cujNfc zz|B&Z`=mmQ>NAJ}=hPe>TmAShS7kgtChJv3*}{PhO;U))_I_=sbh|{%BE^j>7FuPV zVTH-&VHsA|JX@VD);fc>~UQe|Ov* z?=uR)R@j`Q7C3l~b>8BKu6QE`@Q8t9%+3h_5hljxO2w=c=QN^|;qPtm9^>Y_+j!*4k4u zVJcke&0)8{)9UqN-G6%5x@nvWn#9uV^vE_&lS-9e1?o zWi7ZTEV-Bi;84n`GOG(fGTPzhfJsH-W|6}%$l&wK`` zw>;D*-g&t$Htay)B*mHSr<`{ldw(w_etF%AjvV#6&m1SnF0$DPWT1Ek!*p)e+YgH; z9yBx`IH?i;MQ(Kvb`dB>kp;`G3Kt{2B4f?Ko{HCfR(G6td{$o!WJX5}q@ov9Rv~-& z!|q{!w<3VVIKceaGKl7+qw6>V@@w*k_D1`=)-K*;W2UTazZa_tFOQ8W| z!0I}n)~YjSH=rU^rqBSgcXb^&y_IGr`)85ja85Fa`%|%)!v-ptpxhmejKD4!sR}4W zclb7goE1s?QmlKU-)Xfk8w|!AP_S41!b&Mv?@ubn%%q&q-K?8ycM|tm&}% zU^gr-e#uGXj7CqN4$f#j2u6E4IANIEiE24ws+9AWx}2o%!h=t3rO1nBA|IxAYuZXN ze`QAQnu=gZ>cN4odi`b zK5>Xg7qNu9E9c&485sqoKI3-mikJbs_^_4rQs9W7-Y@@+WYp2Ugh`a67haKMz(jE!67PJ-TKk>WE<7etLzvy+%Ltv( z*gb8kw{k|dk-d4U8EkBt!b?BW6n4TN1S-jr=YrC7>2XQYTAHQ@@KP-51TuvJA$ zE@?4Pe!~5@@U<*)IrPv}tz7BiFIk!SRIFi`RoY`Jxvs^^^E1LRlBYgce zo>!t(xmVCWct`1x3XS-b7P^0`R5#AJe~P5}Dget)>ZefUgFK$yf zRhtXP`p1(|{a`tmXPCb5A`xz@>b~VnVw&IN*{q>tqDjL!SK z=Uy3#2dW)IVIwWiQKm-2r(j8gz4RRQDdM}HR&ZD4OI%T)m2}dDbX_RMbV+u0173?! zcV{~34*JN^~=F$p^}A41>x0iSgOTvYX+AH|5FL6n%xW+4kg1^ z+J<~URMNmWA}Yy%#R_JiD8aOQW)ER0DWjc%kNnUvwRZEiy|`XB)7rpWaFiPkZ_gLP zqXeKjduDi$G$&S|`CWo!km4qR0juj2?ntv!M1h%II0FX%scbxixEvu%d6Z9 zwil`#$}MHh`r89HPu zx;2kZMn-B-bxgGU>9jL{>JCxJE+K=AXps_v*ZWK31GK*8Cr zYl|LMs4!mB3xS@pAuHoFC%6Rfq@V0fSy@~u6Ia->X1JD{l=+CE!qLfu0U|@KWWDR; z;|%tso2#J|3dcLmJ5v(>U)4k_QtHrgjYW+oyF=$=9}6PtDyUu2IpJrlm6c&XiTa3a zyF2!F0-VZoUNIFq+tgF$8IhG{WVgkv7$1X_5i&%T9+u`Ti>qpudn)G9$81{U^dgU1 z@hv{A4Dir7-!|zU;uRB2a1ZVA5~iYSAO5X>aPHi5{QK62_3ykqK+rCp7k5Di&E1_3 zzwyui?78PQe|qzk-~aGCpKFggtqI>BH-JfNr`H)fpwDlv0q7^Y{V}3v1CYyoWAh$z ze;V4Xji*tdv)G|WQY^xD~VAcM_s0^~2}xWr}t&gNf7 z=1YE^?~=d0`5z+r=e)K=lc&AbDAeKL{^QO65pX|S$Ts!r!2bT`KLFUz?6mM|YG|f& zqB@vA+x&CDyfXLwa0mWBZT@3`XL)en;uQJ+y!pQY`ZF@Bp#f6Z;rrjWUONYnpJyCM z)W*pmTo|E{TWjaG+5~-N252)vy|s64Ysvzjv&QAlfH}NJ=e9l|*r&vvRHPFGT6cVd*`%WyUvxd#^xiWwH{MP>}J;)I=2lh{&-+Ju@b~H!N z9N3i?wjL7fmn*Q@;a*qy!3$gei-1>P&4K@u7qHhAETiYzRTve`$_`m()R!a)bB7TC@wRHEztsV>hLXKu-u!9%3{=UHG2v!FBXD@F3 zOTbR4z-Ots{cl%`E%K^V8nR|;66Ak=7AZXE0B`|41E}R$=u!#*xo+=@l8XRT2Q)w1#i#Vshu{r4Xj*(xa-C?)yDVwXK)f?{fwk~Cn23A(}B}qe|1+V@H>t?b^!^S5D zmo$LaS642tT#gRZN{Qxf2XZtVU@ato!jy`~98hH0GAO>zyxSQ?e2bm9?ih>5Nvq%P z)Fl`7PNu^i-_-0(;5o*&^>S3g^DpTu1+a1KY3g%HYRz>ol`@Ba(g#vqbJt4BN)8|d zbeO$rWnRs+uaB}z*(w909j-5Cmor8}W|sqTeN~68qozK2D$s(vytxcg78tNre+;2G zY*8)cqMQZ7zrTrAssPuQ*iHmPN&avdzwlypoVHt%_DIr}(VqlV_$3-l;dQ~RJ8_8$ z@|^)eYSO(LV?dRm(pXp{tYfy}U|4r0N(firASvxyMe^DJ$Rpexyl9Jw1rLZ)RMTp? zVz%LQz?2IS-8wTPq=m>-p{FT{c*c>Ej-xjm*;V&8cHQTrNOl54aCgV4m4LhfJyYN9 zj)xl&6D<-{XfYTi6f7t(87fXFE#(s(%}BTqdc^P@(xkCFm}sv&8qCFVe#HF6#B|t- z_+oKPhphr8n*|&`*aeeT!f2!*|7_fSyEyX2QFnbo2vxt;5Br^h7u+C$f}_@PT@oS= zuor6c={`owGkj|lklwo?yqm- zC8TBaDVfSAMm+^q9~;NQ6d!~0C#@oBN|@gh!Up+t+&}I69y6? z?Ftwqj!8mCvIFXU;Tj3R6+#Qml*Lny)JT>X1!*#FA#Q_asgk|>K;%Z=_zsA@XgTBu z%h3xG#KKTU;E)Cwh3kqs>I5M{&B*>>xs^IC4(wS%Z|uro=B?Bc7YR`Mv4CVg&IavA;QKHYWqs%5;(i9q~3NLm# zj5FvsUjPt+E@X?QMaLhxvP|8#j@4JeF$Wht0hTXHPN>`AumRSN;5^ezMpN{aoK}UT z$Zm${DexQ29UqZ8SMM2lAeSGl<^ow)b0heDprx`it0__+d|2VnXjG)vC&$Ci#?n3t z58wwl#4>R@*xk?>c`)ie?Dnxeg!QR2fkRU3D2hxX58INSLKsE7GK;f`D7bV+;rf-U zSosG_+4WQ?Sn|pc|a$_|vtx0SN)#H`YRjtas&H*VZlrgCvHRPE|w1l9*66C29{(UdyDBsj_>x@vjd5SiSP1Vb0(1ejNypd5;HPv__vl+(9+UEi| z5@9twg|YGSX5yOKNUZOv%jt*Qsr$6}TD@mh_XszCa&rkggg@i*a(*)h^ZCsc!2Gzv zh&#q*G&X-789$~Ot&vOp;^uFJR5BnSB6=AQ!al^kGEg*ouQyZO%m{v!g8Pw}~bxcMoj z%4Vp`!Ny0R34Y`|jid#t1k{|)0%B$#kzYwujj)FdA3v zscc?yfSHFBfj`auNuf?PViw;^Ie6!t+&)O+sV!!Qjh2#rM2Ce90P)iF9EE?zF?xoEe zH{ClAM4{`a6jsszN{)}LcohR_JoiQ38{DWzxh2+gAfFP&M%uFy8{k*TIBXRB0S34DWv1ciuGybx>aeXt5x(@w>~y}wF{gMW;191aZ7z;3H0@DvVBFTnVioiw1dzsEd}%JFV~jcL=7qmyhyGk_MD`SVtcyjrdj9&5@4l%wrbBA{IsSJK72l)SY0X>j+a zHP1NOG4W4szKpydkvzw^KguLsNN6(HEMK_XH17)&fxmvXV46Rgw)&G%=OI{Z`!gqD zvD3y)p)Q!tV+0R0q;6dI*9>W9#lOpDA+)DF?&_pA|Femvk~X6GXr}8?QJAWtszQ&; zsBjudE4HQ}c5?*m-Mf`yWypQB)u5k)&5KSkF6jFtrfLB-@bn^>oIMbmL`=dgEUG2g zXrk$+xT1d4d{iFOMfY!2UT^TEx*#iz3i=hmLTd?I3Y5gL;Mtwsc!QFb6n3U}8#nOf z7ToWhoOw+E*oV^9d7&;?IVnEb8bc{v*1NbC#4X|XMljlNLkmJNHS@+dmtqkIs&PSWutV(RJ-u&XyRrNv!i&GK< zUtoEHNkn(L(b0wm34}O=1v?{HBUX&jqN4@0q?MG3xG*k*-uW`V+twB`XS%o)RDowp zmUnJ2;_ZCdeBs`UL=mP4*}erR?1)R~_;10Xttj0asN_}ABd&?xr^6zA70n4B6U$bu z+fpeO6T}to@d$9@^Lh8$-842&m#kQJF3pX*>mkClHIhgVwTDDrUF1|40S30v7}5;H zBXEH$>uSPtXZWJ!9lW}#Ar-mxySWWqfeRG^qP214LD5A~GsC#?7Jk(&GAwk!9`C+TEJ^bep|>z;W`r zgw2AFVc~9|cs!7<_({5Dwy+xk7v|y3m&jFRF+lkU3Q!Cbjw5({cf{dR9s~r5I&GjE zrP2Ppb3s}K*>}-)!oVf|1vJ)#x4;vM%Q?=Ru7^h{&l*5cT&LtY`PtJk1DoV#{h7oN zUyG5ApLtT02&MR496@Z#aX)R=T9`oT_E5@h`7PXt>-?@Fcr3Q8-`oW4a?4>$XaS{kwf>th@cVc2As9h9;!m;;V< zAj?I$$f=IfEpAJvT$xuIkv=Oj=Nu*!T(so;F`XZDj@&+2fl3NSk<*lc0EoLz#D^4I zglS_IG>%BjIjS>dup+9e)q~J8mdqqFJ z`HS#;{*@BIc=OFBwUI2Hk&|wv7|k|L~6>oa;?oV%GGC;<2c*ZtFF{^ z^WR0O#;j6BW#h{J!R8;L>`xWTIw$t0m@iK3G8lNYXVMS(Cv6sroP=%wUz}V3UThQr zxG*yTb{<<-)LZ0c09FeU_X=ig2!!n@4WMaUmy?y<3Advz{-x)hqnFyJWw)jud~lrI z>tKV48FuD5K35%frOeHLu{us?t8=)612FsDA)KYe4b*=5$v-hBL!yskJ+t2RW)4k~=+=R%(qa)m7Eq#i_1p)?>PR1jg%4kjH|66NKKx zKpZDo7{+?-coV~kv4FAI$ceL#*I5_{kN|OD?AmbbBuD@wfb-7xopbK%|NpA49?nqI zt{M`j`@i>|d+xdCo_o%@=bj68LDR^|SB&$JihJ8>H4i~tC2e_LO6`5=p3}PL8OZdY z!$?Po>3g}+Z6X5`=4!Otj+$jq>c;J?k1L6pUU2L5_Qz&t69Jn@1iMIq*7w6-Q*CXn z6yjlqw+(Q&1n*}R_#?(`It@)9ggd;lIjlwlKGZvX2#PbE8T>blbk`!49jHzZps3aD zZErS5cZ76RY`l8uw{nPl>QWr&&T86SQ*`v8n8Z;jd)xEgqU7uZkOa4o#gk*WNIygz z+INCNFvjdElY-a-n1I%V$-dNTA*DmsYaf8}J;|-Wi;a%eaV#0^N}J!k?ZCPADRdJR z*?fBji04tpvbXI_1W?0QlcE67RS93r03g+Lymb)8cpATb00+uRbK@X}qWV4Mq)?>r z%`=zV$7-L4%J4~F9QgR%H>JXtY8C1fzJli+D}TOr2IWusa;1_LF4oQ`&;tpr!i%+^ zLxm5!)**2B6bnRE35C1ARO|=e0`d{~+>^f2QD<4&Ew6{muD?CZv=rH+;8(N_?hq6xG;?}niemt?cRMbI2 z!?y%2(a4;Xb$J|XD++K25H_^*QhhZ){zH-?xBE1p6iH?k7) z%c1ZBNp$=yU=n8TGA5b-T{WXHoPuuT(FjerFA9>F3i;O;VN^q*0611kI7}%$!3;=4 znS-_LG;fGm#*E`;hF#baZbzAI5LVM14+dCJ_3iGUBD{44XE|Zg1VN{|YSIzp&cVEb zW3ir?@~9z6PPp_uZw|AA&S)2|dWGI>>p*R5^xdp^fV{MvLXeKVf+SvKbnNN@0jc0v z1=vSgA{{HaOV=w4jDGb!$CskJyKL%&}ty~mx1w{of0tbZA zYYMRxl8FeGK>#Fd=4M}b3-=!=xc-PT*QOu5aaZ6WWv{qGq)|_J$Rti6CHGarh^{ z;AC?^PA~Qc<$naBqn`#Y?~zxFMUz`+9Q}eu+Si-o(Kiz9F=@KVHeEhk}M941FunIPblm(FPAbnWNX(M3hW{<>2`agc zga2T#mEexBhyjubbK|eers<{JaWb)fGNFj&gO0BUEmo0PsCO6YC7Uc)o7-UVyVA!N zDa$mx`=j8x$f}hLPxksL5oi$ z6=H~Asm-DMR46yVUy$!#_5v;>Jxt}eA@+Q29blgE)l+$Bm42@F8Y+F>S1N7_R`FKt z4k{u;t(cZb_^u=u`DIo9`Pw}*u!S11i{mli&lylhtqFagWGb2{pEy?9;zffSR=DLO zH3Qu(518Wr?(>g5RuU5bfG%%uZn++&S=3nniNq_htkln&I>_*b5KMzXzk~ZmA^_G` zs_@u(M{m$dohaoB_11!5Mt{Fwym2+LcW z&@}kXu+GCDc~GImxfNys?kEP(?$9oh>tH>ak?R8pmNHbqRTV?=Y z<=;F^EyO0SnnR&6-Suc2g(B&J0iNkmPPO+JIe}=LPJlG7Xg%2)si`cni-< zV*sV4J!%%wzJ~<2lI<<+-F=>0pcWE#6?A^Rm+g(aqmERe&%J|GuexoCMg#8@Pfb9q zgWXPZ7bCVFMv1pP+iG|FJHrAgz5_b2&zOX-yH`X!*Kmu4uW27nDtdqEH9BVcog{5``&4chr_A82Y?Le zT#Ob3qoB@uDiyFv8=jfiP{sVS*9Y+Y$txT(69P$=iLe3K z5NBgx81M@CJjy9(%4GBey>}_t77a&#XlZIUS&I{n9dz78JPjNVgzHH`mhyiXoWtPD z34C(Qs2=XIk}9>FCO^i2iH!`BX4Z2h8<)M*9D~Cu}&W(^qRj@qF!zX{`jL;2fAf#${+dCbm4)uHJ zP?C-k(DqSgi_oun2yq<88t+4jZ&}0bPP--3U^N3GYq)uiSUfrP1G3m*+5<=x2m_eq zoL~OxJC_rAnSFj%6TVPKPdfBu!TO5_yXG9I;xbLZ!%hU1hmJPc))Bk!47_GBG^oa{ z*(G(5dPwq0tH+ke<4k$4!Qg`)Ql$4lF!GUOZb|lxEUmap<(#EDA2brB=5}Wwaiq$` z$QV!Gg*8*w!j{bGk$PX_rL6e&j#F;X2oF0E)ETKUpDitAtAS;=>5+|zwCP$#hM>G} zURp_PS{mN26*J0ej_ag;lzDqw9>PpYePcw^-btW+%?-H(rV%5`4*)y@e{F6L@w}wd z3^PzDDN9eW3&pFUX%J1EL0h#Ihw~zCPP^a3ZwT4;!bfxlSA`wrGI$t7$e{^MzV0W! z6qQX+2;#?|qQf~)nf&PUv~grhJ0xt!iKaYzeq|Ydihc8|<7Q6=Nv0vvN@itSlcGq> zfNo)JxYBawk6S#K?0}_fP85+>3Wf?RbY$C!Oa`dmYDNL&_q_Ii@&fxXv-f9u;2RYV ztFOD=mUe}lvC8~er>g(2iG+j9-51rpiv-F$V>uAkCAbDzcYw7JT!V05Lcl>$#cLKE zpbNZ8L@R^}(lkR}ws_>43>~Ho9|PcS$NONsbvYWE$>Dob=aY7ow$>8J49a;B09mBv z*9a3juaIA6Z@dSOANvx7^-EMu7eMF|$dq=7?@a4L|D>&iGRX`-E$o9n=EN#B?1P?v z2@0N8G7qvx=xKWxh3w4f}`VT(c|d-gD{Q_NB!Uh@e`kcji%b>F$Jd| zSyKjRTmjh-ovm@P;AI7l3F=U3ZexmjL1I0d(^;8I<%CU`lyxD<0pn4nD>kWQBAvlloq zU?Fn;K-Jv4$A7~J1$O)&_JagP=qEU!sV(f?%VjZ&8_Dh|kTYx>o`1sD;wo#Ea!RrJ#s+`OyLKar*6Ciqa^!m1E3F1NIg)%g`5mCbtzfb> zDo%==Nt${j^1HF^?{XHYm&PqR*mHons7xzk|Io?k9uucltg!`ZJYqIbu8a4%hrklv z6D3a(h@(5Fx#+4T>&U3VJ248*!xA>Mq?C@2(gmo%_U?hruua`>5Bf+vnA)`FAqiqB z@1U5@6_Lxtgj8b6#b|Ozy%Wb?6S8%09KCmM0&hAg71$tkmHdb~y|W`Mu9Lb=W?)Wk zgP1FdEfq%(i&15NrA`H&pjIVjq2I}bgJocm`gn}I3Q7|Yb|=$N&jhIP8~!ndOSi=7 zJU>Ig$Su8pnlqO4oF*?OMQ3f;$cGtHWZ_(geq7vX?GwK7YA!KQ%g~$r5BwBC# zsDu+mtL0$>t~1bbF#Ft$avnqEeB)w>@5o67%y1q)W7fqW-$b;=vc;1sA>vg5P);R2 zhF3K-r@*l}rT7QUp0trD;rvwVvh_Ns|2`87%(nF=yXtWhk<;UUQ*jCB7G$kzUUBNH} z5vpHh8rqS~%<$65%4;&Phpk+}x|90=ZQM2HHKw)@JW=66RW~?l81kTNC#Fk^dQh@} ztNFjU@^TLs($4_M&E0nMZhfmi?zM)M1geYeodi8~I8mISKj%h;r&DmwIUS{zrAr?) z?zOv>9Aid%U5V4qaE=94EQdBbFlOXrSlExe2m2=3e)Vig7??EiJRGbzqR5{;qG{49 z0l`9-2fcI*lyZlYu@5|%-~4f+WdraXMyrK`pTPTgFADc$Y!Zu{AJfP<3sWT<_19vl z8`mQ)RS5$Mq$$ej@)m-$yvR74f67K#%66R5p z#N>B8UfUTT;;1RFg(c$a9Y%9KcAt6D2}&lu1XRu&A}6MkF5$lOA;|uBkrrKojIYtR zz5&zHM+3e4=2PFtE#0q3D)w;EH7LDSVYzmJk-;7S%$;0hkX5`Wc~U;^D_X3ImA+ED z4lv=yt$#=7C#2xXoaJDxZq(jHtDh9Xuzh47_iDd_j~~IRcWzuO_|vuj00ken+TK-Y zrGKvWpQ7}seCg1Nf3x;GD1L(Emnsx0R`j=Pe;-9Zeaxn8mH(jjzoGJT$5d7pv?l+w z_J5*oC9Hy2T(cvZTTTNsyp&2d=?lc2o(dh|OVjWKwa_2LhP5bMm z#n(L9@TrW{_?(-3d^vW`QD?@fM$L4J@FC%02B%MmLq~-AGs!*io8BRd81>)$uwEAr zAF-`y7mt40?F{tH`jB;o^nRAh)wzWGYAxxA^9G(>Dw7DWvspb)Y?tr7Ok z=sW6JmvNB%=4wfwQL9x#KSXkov{U&URdZSLQuWsFa;jHgf7##LK88mc`|bOBD}kEtCbq88O`g#unIR6LEw;2KX|J4Iq0Q7p*x9v z`=XdBKWS3IKCaX*vZ6A*efwJN3cmfg@QZzVS?)Ielnxy9v(L9`-!bLZL4Zc)d%*7o z1iwXX@t4DlRTOWkZW9$WC~sd(l(!8De7M~2b`gh&5L2jd|Hqdedra;WZs9b7`L>uP zXO!t*^)9l>EVw^#XL=XsfX|+KHhaz8pWf(?2hDbN89{Ap+3skxKU`Z{YT~bI13lcs zla_FwF~QFgE`N4#*=Fh7g$pYeFDz;dM$@CR1gMwBaAG1l^46tq-+b-WE7>boZ{NQD z>dRMeK?#(%PqX|0(p!vkb8{Q*x5jM<$V}lg2EHM&_>R*os>1<#aDXXp z6=Xi+T`v4X(N4G4yu!K-Z4sBraH);{Y3h!27&XJ zMLphH&^r@$X`#Kn-D!4kGn1&wI=K#yWxIi}+ihDN92Z)`li7xe-R~{xWhp&}HJG~% zMEHUzlCKnbmB1IkOyF(vD%Cdb<1VVJap)Eu);w;+bpsu@O#+Xd)) z$p64YDDc{cU>*=;1ZxbTr)(k-+X4fzt;0ng`Y!edivR>w4p_+~(<>^qHBy_^1)d!h zPiSRCd5v7NO(mT3A^6V8T?)SOjzAmaUIb+vg}Z&;Dr`CK;Itx*5x7Drp!4`Da>5Y_ zKQE0|D{Vu1qmev(BgC)EBJ*(U#>Q)1To#G};l(m+!cq5w_8x9E`F1uYkQY2h5;>9^ ze%L^8PX#Bx_Yi?C(`wAC;{ZP(dr=o`gI|P%@c--}MNhZizdPQ?rOqxc*+{KsfB#5+ z!Q>r~ML3p08#k=T>o}m7Sax0ml`AAFo5jkORvZ<|#>g%Pr#t_Uku;E@hJbM0u7hb| zx2TS?{ecbb8VJr$N;=S9{=lGKtKb@E)|*GTx^<59LUPN*V-wLEQ!3*lIbN&u=BpWb z5>&u!lWdfQSZXK&5(FDjHd&Nhj|lAsF^$RRP&|jEjHAxh*zTV~vhbV^SES{lDA~z4 z-Yw#z{#ZB+*LyoVJq{l%l=M@9+~3(joT@I_#(31nLcszXv_+;m1g~RFL73_)#eDI? z@IhmUIBr7LImaSu;r0#1iOCtgv@3F|*%%^<+$~Al9WWGSdG6-S3pdCvy?$Nj=@^J^ z{upDhuu%BxUx&|`3841(fxO>n^slsr&K#p$bTcAfz^esj3ZQsSQV`+z+JZi5xygbp&qFRL$> zR@~}zyR0_cLv|}xTP>~DYG4tv9`*>_>&986`?5(+Y*<1B#{&&tmmj&@C#f7X!k0 zDMj{>3!fIOCHw)m8WEgXTv}@VLX@o02|!f-xWBvo+R-s{v%+GhNV0Z#yVuIF2)-z z)@7pmEOG=KsMH0k>Nd{9LyuOD-Q_ztc{;b2OsKtpJAqk!Y1xd~T|Fq9IvyT$=Q2La zPJ?@=>s0P2lz8noIzN{Cy>)R7)|C+WuZ)Eh*Duk_*YJeP%g*yz=3qul)C(l640Tj5|Z62QfMS01NQWrZOUlidkBZO+JX?JiGUXI zKSL{y1{ZrU1Q~-65&TJ<2{s~@8E_uGr~yt&TmzwV)G82+$&-BJ;6M#ShM&JPvUHZ! zx(r8W4X{np3VKkwTyIfF3feG{c~%5b6$6Bd1wl4Cs?>FG3mF48P=;R=9t1zDI_=&) zF3285%gU2O`*S#NN-iecq9-3k$WkrKw@e6G7nQ(94P}ov@pCZh5YfGfX+C)(sI7!z zQQvirl^;FyPDHN+3u%fFfoM)S0h5!9vT$OzrgpX_;_NC+fv`Wh@44rOmFIAy6O>+m zZa6=eJ(pGd0*u(nDC=*%n>1k!{6sWM3qUkzi*9sYIDkLg^?9fU)PN0pU&FK<0#9ZE z%ILU>TlZ3b(hN90z;(G8Gea}<5zmm*<-`0^yo9B7mphqbC>24TP92m*&IRifB!&Ku zGz1(3f8Gq$)FSfm(t5^C&=Rv5szSP5_+s8Q-*WRziq>b#gRM0h+Ph0UH~Lrm-S?M&SVWInNno%P=mi&)$a z@P9qjp$9g08ht0>`)Ed^3Z+9eS3x;TKj?sEv7LCtQUvL@@`K-BG&3`u$pf{{Zn->w}|G=@Eh#>(8Q@DPFu z>Pgc10*@C6$B~H!A+h0l2sk)O1qYzq;8CY8P8c7MP*XXUlnNLS z$1*A)>dlM(ndtyC2^$DgjU7xSg?o-+c2YbjCFtT8x{Lak?yirJ5XX`LHt=L_C|@_Y zEbjR1cxt4}eg>7Kuzrqbkq2gw#uhvW(-;H}h!a!i0cmpVQb~l$qan%^a%{Cn2W_)O z7LZg0sncUqdnYK81y0|I5()D0Ok;xLfC14jb+ExsGGg(5c9T!X5@83A_I79I4jUsa zk0DyZ2r(&&;R3fvkU|TBN8fm(K#Z9OIV;s>A%@ULNp@1YNNC8h)V2<=Yj#UJ*i6iV zojX||d`SnTAas}1?R{r)C7C>dankt*gn0i*15zgJI6I8GMMM4*hH%{0qZ}cuGnI21 z0|`JYN|lHgiYp^B*&^mDthA`wEG%>U9GqkqCg#=8qBb*^+O{>x!Q# zR#TUb9qPYP`zDV6OKPdV$7=lokN(SQsWZrGeOFQ)f4b14IE1WDqqYS|PZ#UJ^J7(7 zwRU-D>e#VbJGEWZ`a%IvVEC52@vV% z@YRO3Lsa{GDMa;g7`*$n?@j1B_$;jI+qFM|szn-$?r(Me#TwtOEY=YN)av|l?N6f4 zGX>nR?qG6SrGG;L$BQJ}E^tNjI3De|M8 zy;!ZkSo@Er)N<(mmD*pMTx+Louzs`lTT^N|SifESFG_3K9%r!r%i8avRw-4nzgeaK zy7u3fR?_8emHvm?AE465^YddF%|Faii8C+OK$J}p0fUXQB5BcO}6i=mTXt=+!BDHudF1hLu{USOC+=V!& z)I`HPkB7s7PNQqLHzvM%c6_wE9@VG#rD0Aka{LN!bw4K(Ptq+Ktr&VevpN5QqK=*WQOMCekPA_hFrmQckbX%N#L)ZtIXlQ zK5=jeQKd6`ZXV~Y76y2wv%QU*?mfonRMMqlt|NzBR8zvYNbfKtp{%P~vIM$~oyZlX z54=SX5u`*$j-I~_W}++=v`)2Gk$f3;AKvbDTn{si48vk zb`dVFCgUX8RxNLWW$x9{MAjnMv%#8H{+J z1m@(p>57;pom<2d+mFPYA-*sFg{RoU)6R*)`amNZJe}gXY{#ge6kgAapkWJfJ$8Cc zhacI=9z5W$<-8Gd4`GN~!S^Cjx43zBdSXY8ae4VGbf!;vp;uny3ZEYgi58||z;H%H zE|wrNXl6mU<(`K&@;0w&>NH~ZcvT9)|H!o?w?VPH zILgNV+N_si*gh<_iJ05Nqev`~K(YhnouxWbqIzx8`(~^ z5L7z*7wO+E-;065rHxdF~oyQ43yaioI9T;S@0*Owoc6cieP)(9 z!`E%&Hm%q>L6nC`7WVeQWRc{o-@#j(`eL;4?%o(viV=v#yTA`s7 z-WN{bmbN#ZU(%{xOL1^?#%-$ZL+n3GJswX}@V>9yq1(Xgi0zIXLfmNM>6z8#l^5m# z^d=v|>^6?DGB-y3=H2WXt|a0n-w4MOH*qVwo4p~Im?d3OcAGC{ZpfP#GDze#I8&I!`Zpaj1YjK ziC#1f0!HK^A?ByCGqkBuZ@Vn$9o+ogVg5!36*q+4t zY8H_D_1a%T-OrZQjZyu}wckLs&zDt85&w^Czln;UEU9S2_*JR!q;8IR%zwM~eYAec z3Jb{o=e56y;*VN!jNk9n{tik$W+f>~zgPQjQ1%mAW?1}n`S$pCjB);3IdlII7NdRm z`?Y_FHb3PTrG5TKwf~Wy8*T~O=YLZBpX|K7bl^DVokC!gPNgf#9q#xw9Xvkd$ILnj z`{F~{iooacg@6L%JN%Y#E&k3iE577cG(MG!6BJC6BD=rz=0EuUV~?RmL|XhM6T+`y z9(XK1{m>hy;!h=~;%{K{z)|?W{*~k?e7n)?ba5YEuY>C=a>)TVUtB&FPPX^E{ZY5G zRoy@0Zy7F~?{`P8yoF2A?sq#)#jz7@8%k_8s1L@-@lb(g(&hnM=YD&A^V~vq4(?67 z&o(qIL@L#{j_T1jWD^O3a0T_){ZN${l%`Ukwr7-gn99zyZZ%%D^% z@`{Lzq`KW5?8vp(VP$@PX(_>jev2ifK@jxk&)9MKb_a(_(mgfaQFS=pB7KIH9^tR^ zKiFr{YPfDqk$||fBNXF*Os4}ClFo{QZVeg-l1IAU?+HCC>=iD%Fa-vy-rXg6bVLw3 zrB8#o`%zj8;R3rz9HR*{e`+Id_Fw5jkwM1$!cOm7xu zKMax$i8(p)>)DEMuL0-ZfoEBfKYjq4Xe0eG?S>*8=){_G+;Bozc?fw=bAmx(6d=}f zDXr+#&RI(YQO1j9oXEPM4%c1@pQXe>J!2`YDx8;AAvpS%IjcED=_pcpz)J3iF#Jjo zfSc$eB@*lM60r7)gRP;|@lQ-8Ji^M2!zx#JWfO1fZ64iOnCsi~hAebH%IHp=E;&Ys zSAwes+=4ajAaT77u%NNlID+b}S2l`NVP#3kkc0u!@;P&qtP#c>(V z>zAu9@*PQdofi4$vlCPns2eU9B*U1i!Axcq=pl>(V=kCreWNrC3kgO;QW?=y1sOM54@x1bbg6l*tK9cBVO6#jZ+D%VuFU)(<3c2$ZoK<#j@8 z8x~njJhm0gT11ADG2!K7EFCxKO>`Xx%)8F@A?CQ&u}d&{QaM4AK#Q!7E@q}C9#TH^ zR9zq}EaF9Xr{5u+lL;Ps3~)kEGp*Dj>eE+gSfSv;XfiS!tenZp7cDY$JlL{*G)p$W zT*JPD!9n2Gl{qW=PhiQoR85mzC z#CaD54jFkEh$O0R*+!RFx>Oot`-+v&Afk^^5V6EmJH#)kUPy#=MV2UA$_bN{yJ)4# z3r$+v?`?iP5o6oT;0*!>3{Sv&t-(^I(+0}gIzBSROH6Y#Z5-})@o04grS2VXXfx}l zyCf|VjvpZ=NuFSWz(1#LrAwJ~n=O55gGwyBE!9=$Ekq!+71gq$LJF8OKVN^f5OcdL~~ODh`1213c0JZpITAq)s>l zEA|mTEKv&8u-;?@r`{$i?}X80)T&NH5jc&1?|QBwW2Qf3Q#sc=79RwMjt2}1t?$9c z?9^$MVnWo*zlNP>WJs|9OLULv@}AFDmY0_q{3VNW-0L8Ja6oyb+`{Jxq@1OmCbd@vsn$*A!&+e!XgA22>*;!wd-A}(qXXJ6{<}HgptTl znEtDd1aEbwiLB!xcEl=*z~Jbx6eVP_yVHtu6S0hj)v=iu&}k&Kcqs7yp`*7vJ1>1t<|&g8Ny)D@U<(fj?7GfSJK%o z>o(No7@A$A6y=mU=Jl%LYUL2tJ5sL>MvS~+q?-4Ma6QR;+=tP#-$$J`GE7#a#X=UD z6!IlIgYXZ)aE#UMF!Lhx?_LZ0nH~`7AM`pPUnj04BIJkKK1iVodG46hP0ohG!mJXO zC8y*)iY9U-4w)(#x!NUgn|RBLM#L;UQ3(qY1q8%{kr)yV=Hmx!1TlLA1lL?|#5S%X zc&{<>9CsXM&9n<0h8^pB{*${Pf)qy!dPx5wq|||6d<+WYK@vN?OTzX@vx)dBBCp*j zM!MKNs%Fg#hU^Q21D$C~xnVkr@)jodEOw&&f}BFY5TAnt48+ht69#lq2$JcLN^)XV z3`Q$TO+>5Xd}TP?!jlV0=t{w1G1-}|7(pa4@v^{!}AV4QtaK=b46a4l3E#f*P z3h?gwZi)-lsuZF5HnzfS9)&?SwfdSzLMIAp66elJu^;I4t!3;4Df!%LXMRM;ojL?9 zuLn`Z^B3P8GrX>KAizx?I|)8K!h%K;oZGvQc`o%BY@dDfft)|R>Dn>))o}wMeK>S6b zSqL#GCj^>;9fcemcf}|n3qUhDp@zw7$0Y6Ey)xQF{9%$46+44I0(p_46>PxaJqVZN z$->RvGeOjc5XEtVpJDi-k^dIy<_RX5qr5eh9-1>z1^M;P(`5w07J!SVwEdbEMFG_g*eQlGfWOLjB8XJ45UE#g-+mp(^(d_vDkkGhHMEcLhXpub z1fxZNKSzqP>So?qQT3n!jg}e=atC)tVjM7A@SFXuA=eb{i*|;)32~}&)1uD2?_->F z6vkB@?v6*;>yh`IU`G@{ggwk~)3pQDj{a^8A9w4KlnZ^0_aP3k;gi1|TB`bxGjwd2 zz;3%Pn{Qpjr8_;MB(><3_{|`-CA6kidH(renCd=gG?l8>4>&{bKOpWq=|=v*tGy9x zK^~8W{*!is^RD`qW;MsGPx3`7uz=3`_uft}`H&D(IF{6+qNJ3U?!*KDLq)fH=0X8B z>1z$-6P5W8m0ZRQC0i1!WQK7bo@d~RfPD@0;I0pGMc4Q7*hsFG|DLK0Wh{!8qL${k zxnvHE`}FS5>CNvgBLT)MYtP+Wdv4?HJJ{klnbJ4uvDk z9uW)`5XT2kZUk+@#CXy?;IzmZnE<;eu3T@&&b}cI4QwVAKqY-{|0`~^$b!Hpv>nlP zb%ph5;wc6L-9VdY-E_|_*<)RGo7Mo^)Hk)1@JHBJt=EbBqmJza+loGOV7i4NWZfHC z!9h_d!jHCrct4r44S;M#acwhgqB=}?SePav-hUwtMh3o!d6h-VZJHw}i0nrzQB5{u zm-?EMkv<3X!eOBxvl)~Nmis!B+^YZXe<9mwSSEEPhsm%EgmcWpKpHo zag={5X>Za|tK59bQAYbz#Ys?T7&k+7p8k1=L z4=4%zBcXHrx0T22h2m1y!1wauqo9ng_?+hy0bTS_5W}*WBZM3SGsd$dgtHLX$q)ks zc7E}R#~!n-F^#>{q(j$k+4JQH$;EBY$X@Cp65Gr&}pAHshKW+%% zvK;ClG|ArD1aONjfv-*969Z7!mddDU=)86V7nZ`&2f65J5=h(8M5C4ja`th42+zV%HwCuiSy&LAAbnD)nnfm#kp?GiWGm_z`H0g&JT!K*S|XbpD{0@VWU z;c^|Lw?P>)kJpy;DAEE(*g;X7)b5f#^6;Y^21-EcxH*RCv?RMxkUY-8&t7AS-ZG&g zj9{(YyR;%x@*7TJ`e&Tp1a|4UOJb`tF($w@4$2`QY7oaI-}&p78$g6qgMi> zoN|%Sj!9R-ZrIJHNlWVz45Zggjel}+MiO}}XaQWpAd`A5k)9K}LS8n;Gj9%~kV;wC zNvBSrnki4UfTWb&@MLVH8|W5uC_ijYDuABKNLss;izZREB+&*}jLeLJL+rPg0uofJ zpSe@uPcHY8X(Wu&jZm1UWGbh0>cGop8yGbs6_FA1BbRamTj6&0Qe6-+^yo91whkUHqW3{+-%VVzHK3RjxLL-{nDD4z9AoW&a2~E3%Q7HL?P!KtSdE-rN2& z>fDBQ%$4o^{>>|Yq-oRZvB0PSqz_-I?c%`M=_nWN(m znq9&sH9~agAUGrhS+%CK3j87V`WYnGQH^E%aXUIU8NMXK!1zd-Nkp$+ZhwS_` zw{SX2w<(y=r-oQKd&o!{YxEGdQ$#$1`6zKkIpx`Gp}Pm`$-|Sr3P4+Ueh~2&Cmuim zs}SII>GXiVW`rqplU@g1*U*D>qPF^d{$Y@U7uKxcghSCi zMvM;ll(69jQX~@@VYO1gXtyy$=uczV$8+1bQhJ zVno#=h6gT5l5e!Sl$~gnAWr)rAIafXQG^PCmtx{#q;kl-cfvTp6A+q0n?Zl8f%k+l zLk}4#2D~b0WNQ%zQwgQY5z9q=JOtK3cA5}H631OrJ#39NaC9bvL+Y&C54ad8X>2%4ZoEqZFuI$ZK#PGzx5JQTT@#X|pQ4g=P#2Mr= zpG5=Myi?%A9F7_}g5g;98^67zm=2L16q%ozQED@h1?>jj&Mp~7p<9=+#&TB%-;a=G z8^=eZu#>5#jH^M2(K8?P8$Be58{m~_{Eg57M6}=!3NpC9aMy^kO68b5dMS=_7syWZ zrr-l(58kL$F6Ho118rt}Om?0KADj)l3td1b+Wt>RCAcG|@#mZ+{s{3@DU7NOtFK4U zOa=2yS4v6FtMA|G2!3<2kXcw~4N#k>*$9%h@alH+sG2yVu&c>ph#?|@R?%r4t7iEY zyzCf!j8fVdkNS0uo-C|Bp~FN8jy=>=P&rQNHSy2}PHT{T8k(XK(!2v(cxZEXuQ9lb z%n^8=;bePOBin9#|IasYZo*xXcjX4y`=E;TdyCMy=T%Mh3a0N1S~995b^0D2pcqyQ zNZDqWV+;FQ$`UMca}Ly@HQh!lgW0Ae7vntT*A}PSNw< zfgjw?33``sn<|k#(4<6~1k09Da=4*|7ng__LVhHYoStw9M7_;}y{?HE?*c{;O}IA8 zYa+tJqD^^@L+zl&V;-DZ$dPv&2r^T>T^VLe9}AHgwdJVt1);78;wvg|<2}X^6>I?C zyG8ji>e-YSo^)b{@CXWTM`e;jpCghcwAaK+GXD~%E;{##M^5910fi0S7(`PF23d06 zAPk@t+&c8<2_n`pifAIdndV0k_q#=c!OA-=)gVAluR$;^WTyiJd;tTz9kAgNU~*ZV z9}1oH@PO&t-R!Y+b31J4#2CVk-EPKx+{y5cD;wsH6k>Y0(Q0Fl@E!CeEol<@L8g_X z(fI1&n_ZOhZOvuKe!@gr*g`awg@|nS858%KW0J8X+>_V}tOVi5K+a@xV`(D0k6T(e zsNp+0U_G+Bni#gt=i%X$>;M(yc>+CRa@;C13vWOm1zyjcR6{+GMS+tlVXBI0a?t6V zh79G%#em?%pOQCL4fR-^V_$PUb1m3|5^K0$B*NWkvKj2;&iy{Zm^;<1T~&1?tU76` z>qu@F7zzE{M15fQ<>{O1Gt^ae4Mu}i;3BS_PNd><7b1z^C3wa!W{{`Yj~{v)cS~)% zBx%(0bM|P|DV6wUyTuEzPE1EIh%gp8uX4CJUrMFjj36=Nn>~cgh z3rKm{MMyiJ34$Q(V|SIm^)hG%;YeC5iNFqv{A*Dk0Vx=2@S+bv;cN#Ar4l@xdX~(; zJn}+?hsU2ecCibd5~3h%6iLo_CisqPuRRbbR6$5Ic*VlyDll8nb~y0-Ps1*pNgzDc z1Uq4`Xsoa9-rO@r$lyQdG*Cs~!{!RpH6iXFOF8SV$kEtu=)KZ>kM8eAv)SI~!s79hfE08m=V!%OivKDLr$Au6wTtwlh1SUQcP@ukxVY?xjgihpOHXd@tCf)U7}dd$&5qdb?^lx6K?N$(A%&p6i5QKz+|Fw#M&r*2 zvX^#IiZi3t9AAK$h&(Il6EQL7`qWQAnYD^&M{Vb1&Et73ese#O91n!Sda2|d22ukn zX-X~&y8z?%S&4(reJ)92hPLj}8$&CdFNYph1JDuyM?j7GA`qwU?h15MHx?R1q;?5z0!b1FV=;&; zv9P^k5O%qCxUSDZNh4>(^R@CjNM}&OFRII=AzWUJ69~)>C^1pnAfsa|>-FSRL6k18 zRJ9=j#V49sY7um3T!EEx_E!5Xs%&O;xj`j%m*Y%>Z~BG#tx842+-nG z3-wLnVZ+UXmGEkRbe$KU$^Gq?UlPzU#45~MeOZvWf&i#{IpX9FWQJdM3q%|jW_blM zc!D{(4r~TM-YfLEo_`pp#nvS)U?}}#C;**6+;Lf%qVXlh*tzlKU#NDTe~B!FCIR+36CezV=`gV<9+ialYTQk z&~u}mZO-k)kFs)`Cw^*kQlr-t!bCZfgDq##$|;*aK>2}))##W~k+x%|eyWueeQ$2LlyAxi^KyCsl(6X1 zhiWhkqSqITb1JRq9_nQ&d8Aks#ORQjTq&19B&gaFXbC-YaPnR+R~$(|9D1cnuPn92b^XzfRM^u$}{d*G8lESi%X zxh9)q#)WKQ4N0Md6cR(|G`u7Y6G-Sqdq{TV!dRsXCCx5e*FjIvzS6^P$vHJcwZI2{|H^(@aiAQt-jWvRQSWXwEQG_W0 zVP(3Q!s+m$iaD@RiF4@LEQrjIFhQQEy8}6Yk(>BviY+|{rz>A@_hEM$;>TPEzHI8G zx|xqqV$W>M-h&J#g8Yd|CBH{4)A&Z#F0u!|s%P}-A*3msy z&OJn?<)ZVecpJ0rW)oe*(*Z{&Pc4&)LGWg7+9V)n`h;oBPI|tq%_3M9Cv9iYJZhce zr!*rX2N?@S4^!$#CBm52x2PW=uO95`;r=flbqjxv7=s6J}x;&nv-t<84lU~h%mP- zp*ck2A~cqxq9ompR7gcv;XFy|n6?lD^k+&u{E>2o@k10Q$3Qa1wmHxO+- z{2JxqTlZ6WLU4YTBDnrr7<X)l4*WBpXE|H5-gsX@jOm~t}G^`ZYE}qjLWAdqNoa9 zZ^oqronfpKSlq@avj$E-mc=7tlapbsr1MrjS7G}`dm#)@kPF#*Ib3`4E%F`5RxZx6 zaf?uHR~%B=B6|_=~h!LH|r4KtM!qqB@+CuW17uq512o3f6x~D;95&YW3XrVj~Fw z%w1^=O$(((0M4U35k^^sA{glA6E0Xr*p$~vf#rlSv?~RW`<^y36jr;{d?IhP!OH%;Bb`@Jx+r=LzRmTqMMjfhmLV7J>*T~57wWDt-Y%^pP1^$s1 zr&rFjR`e~coHHyPrs?OjiA3{51h~5PcMv<8YntPlE^BTwC$)$gW);wfX=jx&*${Ur zn{Y*m9CAY5Mf7-t6A2`TclxTaQbkfCSi+hhwFrzQet=S~_^>R*GfS$lyCiMiyqL9^ zZkbVOlmaE-P_~&imRm6Z=TT?v@=XgJM+ck&Mw0nV&znbh{`k^0Dk8{g{F#iXofArW z!Mj2I*Jc*pTZ$jA4@BFJYruaCh?UMt++sHT+&GcQuME?&oPF%%WWa69=8kJgX;OI- zOutBOMTEe7rVS<=EP_~C+2^-UKc`5QTniv5XKur8J6&)buP;aInl$E*;};3P=pI=Fx8k+ggkbV)X2BNf zf|su*RIq+0#s3nU(sk@jnXmvJXxa9MqYwJJ4Jei^T%843h>wc3#FPKtIctE2s*oX~ zrOu%oZ^Ah^3y&F}h`e!u;o!1Jj0b)rWfGoqq$)}nt0pqfb0$?EY!rfS#Q4uzWzAI@ z3$~K$V&Q6X(hAGN9m7;13$0=D70>DhrL&ILt_Jmb9u;u>h9-LQF^78jJq{sHq`O8? z$r=|M6EEbheYY1IKqw99P5x?S) z6RWu@WukD3a_O>?YQwl+IWLL`@1{@3aQb`8Z+~y)Z6NR7Qo?sK(I7%$b8sihQd*q% zfIKma^yVN{-gB=u@xU&gPps9_`SjBAHqOgYiMO(&%wh66_`JJqtoDI#;tT}3hb_y1 z)b|x)32A6~nIY2>=~YB<)JH~+Jkwdj;TX@Av-REipx}lHrr_6~clnyaN15Tyr9*%B zoex3szgs(1dkL8Ze~LwN-TvJ-@B9tCvv8%hfzKb|XA6qAf;Vb^76k$d6DK#mt>oXY z{TfQ17D)Mv1y<$PYkvh*KATkWXDm3!vub~}_SXy5;n?L^e%_ms! zlhS8rq=?*n^6{JZ`1w=(ocFC+oukKZzUyI%A#4S|^7zfazycv}shMCE|Kj5}|HHUq zQFXV9zw!9Zzr%`OCOUc&KS4*Z2EX_C%|BoR;Tsd(R`d@azxj`Rk%>|(`p1vo{HIY7 znZ9mC|NG-N|1TCjK@9wAu)_c6@tglI3qORyci;JONy7MU?I+};IpCs{zRQA>ky?A7IL9o9%>{?P&eTO z{GFRfe3AOf$F9DUIIdJz4)cE&Gkq4`z+hrd@Uc5-pWUW17FGxFKV!(SK%wtUCT*%>7FOU zl+UsUNax(psCYYREb@Ip?}A0Ut%&l@@Kztu4Edx>Qr6t@BQPDD;?YrMS4RTaY zFP_ex&!9M*3Hn+NM3GAIv`1KSYzm$Kg+2?75dSE#Y;1S&AioxK&zMiqY7F`~zEo@FKf)UZF)sG}w3> zFXg}DM2QH4Bm#pMd?2pE{=b3+!y}hJK*YA5;)M^B=~^g^$%(>JD&cz>bqQ-C z!YI`76%&n*K&N+ura>2lr3#0pvGk$G9&^gUew-bX(#)EG3eSmxGlD$j>5QtJIT5<_e9#p4mVIe~sIyUy#Pk$9D4&Xe1 zZY7VduOn^4c6%^qlFmuO+k9sU5s`R29pby)gmi&)!)wmssc3YOY`k@ZG*h^#16jbo z#4pbpavRiSH6QvGD#^0Ft_hu`QVW?;Mo5310zz!KPo#xp4tzBael`Z7w%QKqcFWQv znUmdNwI)4L#^bGH-bXiVrE9ATGK6Y!Lfu3CH*VdCD}hXF+2xII0z$jnBGnKbiVRnA z9fu5zRh$$cs*Y}e=%dzEDnJ>CZj}H*DfIduw#vGYWF6H;yMEG4)`9M>MiqzItXYY+ zB_s5Ht4d1No5On^fKE8jPbWOWQg@MbM=*Y>f>eNwT$lIS72zI7&#?8p$G+wLg?FAv zSk}bFsoEF*m3N14!{AFxcYk^49>9wiAC}~2G|j7gz0?`Jj;EaAuz`;gEAtvwCdqxX z-@}q(f;6~Nkd+LlXj!8(=yq_onU^lKfgTLMv2h6zjf4JP_Kikw+(25jm5VQ21e4?a zJLC($(r(IoRQP&+8T_~*D|an><*3&}3fP70R`nZIr2C9={a?Yd%x-kH1^~8@?T$wK zYfDQ92M3FchhiG=>J~D~Hv4dW^%}$7Dy)raW4!b)>?+8m+Z$JIELBel-vpzj$`Lym zfvH7fFH?>YLaMSj0z0O165wSl3}(D!$_YNkCYQbOGIsvfi(8D2*Uc^(3>rtCw1 zPbe_1HJTyVym~=i?;@@{$zpiy5TYwl z*BBRGG7hD*I8A|(iQBn^@v2yhbH@h2&XEy@;DjA$TH`HlCrkTScl}-mQVgjFTm2cx%A@p>hkv4^JiaZG|o3(+&=f>@{4D;TFutV*4FmLvllL&YoBkoE}Xw$O^Djk z10W?E#e%(K5EEY1qYt}Dw8i?-+NYoa#v2i7PYmDVB?^T{Ubp>x6z(~hgM`H&Yi3E@!0`@4w zQp2hra(BXFl;yO#ys}If`1i$VMZ5XoEuvntT|H{-_WLqT?5Mr;((TKO==Nv#*X=i5 zq48@XoQ8+8L}f!-pS$$Um-G8IS1TEQhK0)AY)|*Luovo9htYG(O*gNTFKFYKWJOB{ zbVSoka=h@quib5kpwgv#8k2`v$n^@d^tHGATLPT3WgI;yGJO7f!I2o;!E-<&D=bFG2Za z3U#b0`|_hTHFZsWP#2YBs~MJ6>xJFz&fx6fpxwQDc=l}n?AG@1Tx)ChsB?d`*M0w% z)#qx@&bX{f*ALd!r=xXswKwQ@yUf_drS&aaTHkIr2H2J?Ydc?mfhu~b+t_OCH4y#b zo9Mo@a`D0n*V4+xi>rTB)W3*sW%}P_e#cfjNyN`ZKtCwD*@;n-?c=LO&8$>0J0-5F zQpN0PdYOZKe#(MyL&MFpl=~=wdDPaSKqkx z@=LE{S^bJFt81^_y7~)vXJ&90IzLJmQ4IG*X8=VjXYT}4Xo}Gjtu65_JW9)@ac}2` z*K(P>>%1Rshsmaka>xui)()(c_Fz2P?H#^(_uzi_!u=QSb}o$14O-*I?%9XDK%S5j zkkZZPGd$LqY4dq1)}?eIVBg7og>;yEf8pSK z|J>Hr!Qq?Rz4LFLyWf9n)PLCf$D>#tTnM@4fxThM@<1t7q#rGhKf=pHIb??2V|ehw zUgypI{=wGSy|?b2-x@YX7n-d%&%LmFbl5rkpzj{G5U@Nfc8pHh>h)J|UcHUY<4>Dz zC4a;1bsfPFoe^Ht%U*3XamI(^L}c-5_hFj%cRG!1DSK(q81l{Mm)hNa_6j1;@y-#> z84x#5*RyviFE1}Hui$^QU$V0+ODn5O@Gq~11EX*bRPFR|;9A}3->Ys79`u;!2kc*+ zVtor~$!689`>P*>bCDAwWR`b&mO96=_*1OS(^tS$V1~wNUb4iQES_WppGl4^J=Y2q zz#{T$^7`C!t)=JomY(}|_S`FL&)qa|&NGbTF4*?@6B9jMd4k^I38$n*F3%b4Hyho? z(Xi71_a7Pezk)+d_@!J4E`{;{xG84>atJ?a@9pE2alCi+=xu2pMEuBBa8FIbw&NkH zzf~~(h;p*6fQMjZ)>Yn5JLhPhYYetVyRD;9zjb!+!ohZP=fck3s5{<0d(b#{thjf< zCKkou*ck^M97ptLspsk=wNFku_xSY8#zX9&bv&Kdk6yjBapls_V-5U<#R$AA@*DF0 z(s0;scH}R*XE)kSBq1DeKCZMIT^!kGm#{zJ*>jvL{=7eO#NKfkXU_d$2b;llz9*Vh zw2$oiFI>M2YUE6GIg*@sBDw5NB+utgQ8aX*ia>!@<1IOjYz+4gmk^gV+?8`lT-L>h zpB*0UZS}kB?E5Q-U~D&muKe|&8%#+sQ@ZCM`~*=m>!)GrpUwpp@sRQ)AqB}vB~LfG zXEVS@Pb(!93HvIZPaELDwRC};{L~V_A+$>mEn}8t{J{^_)S0r$Dyw~vcG;6+Wapz3 zw^=7SI1Qzu<71PLOlLpai9HM^B66DJ#%r%$xdgfKyCyf}Z>;_e99_0?jDtx3*9JR{ zUgtg@J^uc$Mv5d#t}sG4yR^5};XBJ6M9@hD!u3~Qzgn(*qRs2=;alSlj+wKo!+j{F z(oD5b$OiodnyD$E1qBlkMlA#@HiskVnfq<1m`kTb20V&TB3Yk5TKtGKct4|$gazv_ zZM^hBTK^A#)J&Q-w*usAnyhJu3X!J$?ZxNz7N2XWroHyuMp4;*0HN|TGdeS4m0ZO~ zUZ%W$Zh09p<>OAKe1#t4Co1f z@o6uY!}EKD%LVZCHKBs{ArIv78B1q_C)?#{eTwlc@1M8pJB=}}TDtluj zDd^xPM`vfRp})!}E?hhl6$vW>P^4G?p{90I;+N0Ri$o@%9 z6&ccb;o)V&A*8()kG4GUhG$!0Vf66eIWEKsintyG*~iqnVy??e6XvW^`(1~y25$(6 z2FJ=?yP-J=?M{vxM<-N~y9NlhR+Byg)5Kkxn`n0(58eJkZ8%(mu2c=}?E{ z6s5f}JRv%7f~-stKKZF~N)x`>eRF>WRdgtOudEYi;nR!3C`MMz7Ivy0-QQhsxUsUZ zZ@659dru_JqNPZVeP7nkKyWp03uaD=SE4_6Xd$x(2#3;y8Z2c>s z9*hgob5+pR4;tOO+8n|QS5?>NoR;Cv*LcU2cUaf)dV((txAIjiy8Wo2qiC=AFaAeO zMD-A0L7A6cF3my8$+tx`#s4Ni!l1d`ENdD!?l&D~RnRvMdPW&`iHa^=3HsaYFzW}t z;g|F<3g66!{FzB(vm0(7=3Se2p7FI(ysgr6wVy?$k3@531uxYuvmlxcE4WsB&0I&5 z5kOG(#C}nhK;_?Y_qZ#U|79UR3o=u@nuG^=lGZpBP3t3}* zrTPL~W9!S+vtUxyMC+>gkg3RcNL=V;^N{+qTWwA&da&aw^p6|j59ja-96KKLa@Xe? z3tRai#Uq*D1O|7irsbu?(ffDri8ym}bF$8FDQYqy1Fr~J%kdY!Mvci!+EgcSP4fYik;;0Gm2y&8T65#wOh*K1sN(Rb zq-@2?C@LiZO{|(nydH_pL-rx75jla5Hb-~39Qn`l&u6QG1O@Do6R#`^>h+=je3%Ma z1j1YaSIAxJ%J=3D=hiaJ_}tOl+R@wdrH6PQop%0Tc>sUA3OGo;XCm{Sv0OCMu@~<{ z`0ZF2%uQYizSYN!j@O1SQ!U_;IQ_WV-uVj^T=gvd6WG|e%`1`;3Z@zH;LN#mkJ8LV;)s^M5FD{`9 zN*c^607;0vR!Hgjya`48Qdv0*WiJZ>>3n8lue?pShb97gL2SU>nmOctX2;f7jVUqRI< zte>#Z{qphrFY|?^@x0Cz7fHGx4jIxFE?#Lg*GFof(P*wvz;qWA85YbO-|X!o*Jf{Y zAAJ0MOL=#LU+yntS6c@>J9-s4VIh36_ntpH4|cvnR}IusSprDhgj3-`rw?~A{Q?Kr z!@q%WFmCq{h@A3EqrLucAGf?vV}rsNeq}K9a#mRdGq0Ro1~ad`uu?tcE>DB0tNp>w z5*d5t!nviDbE}AkeBt~>MPYe$`D@E)wsz&!YhPcjE>|zV_EiK%dYzzhlr2J#cqO2+ z1;)Qm1>xva>%M6QsFOACPh15v>jzj1Kobhe7JgfOk-s(Z8-78o=UM(KiVCW%l-=-7 zxR-A~Zeq-;$sVg#P@c$U%)^3SU(^BFDmhi}N?UZXO3*f?3zD-b8yvWk+9E-%%09A1&=r4sSiTiOazj+C~GZc5vXT%|N=+!=f z;i>?OQ02Z;0SOyMok9Tu>HarGA%tFdANt|_35wyzYM-8T;`>>qrkm+jS=qLkQw{eT zO=L;0?;xI%H}@~w(eF+9yg;?^a#fh;W!6~8Zm6Dk0UPUUL!1vGKORqj$>7wEB;(;e ztl*AZAfV>RC5P(-I5%Rz*syxa_EcD+7cW#^I7>}z^~DQ|t1n)JuyMQKBF*G^q}0Se znCMYsJdX`(!HLHk`3Eq7y3YV$QN# zxe!-P7w*i$EH)L(2nKp3y}Sp3CU6{)Y4)Wkjcb)-8Rm&Uny0TV zOyHTI_)}y=E4@b(a0{~FXcNDJ@$^^ay*uDN=(uNC=)S;G#Phl7dOz9({IxrBlObrg zPVN2tacXa}7;|dxpg$ZU8XIf$tf{@PRkN$r?AG`H6De3Q=hKb$XapD31!Q$Qd(nBI zxUkFxwRj%`fMV%fP8bvtm^nRj3xD3Pz%Kx86Gqp>C3X^hQ31j8Hczf;`fCb#Ez@D}=rzpupSo^M&a7iP7Jb-SCWamh zn+Y=1t6fex%{7}KR}0O+v~h1g3_505Dz`Vg5`biG-rn_HfWectxYZ%cM*D!`9MH zvp=jK>{??q&}sls68Q{a|Gj#b_^GzJ2|h*KdEjEXpiK z{C!VLI3>o{aR@^LKM1#GPlk_01*#yiO&o7ae8Grqh#q@Osh>UuTN$#`TgGLLHYI4$fZG8X!k@`$DcGl&@MhejlfIvV#^3>y| z;2!;|7tca9{Q0Vu(DZu=zr#}08VlL)|Kh)+03%1an21c1t%xoB{xANSOe<~Rz1?gB z)*sK?JVD9hpD1pZZs~4a%vTI8XXBwy}Uh+Cgw6YN)j0C|h7pe4v zZWj1F0&Yp*eP8#Q!sUMN9{oe40-n{Wpsb32&DRYzZYq_Wn#V7n_ZN}g$un}O?DiXJFgxCr0o&g3zzxaAZ)T&C@>KyV_Z^0H|H{tUn zMACk`Xh-YL_ZK$s1U4+x`)%wr6Gy72X}I?@3i}00NI1&jP};k0W%1V;Cfl+F}Z4Br)mFAKK&c zQiq1EEQ9{(9I`@}2D__(=4lOr8GvS+T_zd80Zyg6hd+^pe-EF`@Rmw?BtK9#;{5ip z(8MuSm|FK<3ER2R`3VZ>J3hQcW|x&fbREmx(nol*6kh>DmOh>+n9k_g5aP1O*%Aol zyqS9zxdi)DcCWYxV&g^H_!HtTNqQx_%rU8qC>Tr%>%p4GxpyR{?70+zMraZX zF+9I|wz=DEO9pf_iiE_vbQ*m?$MQDA`W)iN7^ymkFF1-`pX0KyTW#!x6lE7TZXs8> zMU~>H4{uH2Iy+AQ>a4-oRU#86S~@JS3+oz#iMX)m{cNnbqBd!;j&GtNOcs~Xsv_?B zvExk9%N`9|=0MXpGk%Gy#Z;akqx=$e>@UL!6zLIn!13I!qRlshc7swxL;EkD8Nv9- zxs3}#6`UjHm-F7e7&&7B#9K1V9xhkGLYBACA=fF#NqMsgHmGchFpz4u5bU=3CS=0i zJ^Z7OLcW>00hbqKMDv*yOE6uGsTN1$VQ1T%5!4zWr#d37Ik24rX8vS^fkZP_2J>!9 zVFUhP_DQwvp~#1oR6MW(Xy*2zx11-X^*zkBdH&2b4Zw^hWJl0QF?9l08TC5f;jsPocu@_hzL5YEH%! zg~!tcl_rp5_j}_q%cEeA;Ef%|U%pdfkHjN4(?AY!%^-m#av6=q{$NbyMs<;=Q~0C? zhmoA|nsI9BEhN&AyD1`Z;?SLGCdi9$HAg1M*_9QTAZJ%DiV1=oB~<*~^CJ&vg1`>J zgT>{B2p$8gu(Zlose&zXEwbK9sC5HjUOaKT)z(uv>bBX-c*kXbik$+jGTFDer1?`~ ztN@pSwE{X#uuT9MVhR8Caz-V#e1>>;CpVNIysC_2NZVgU_6OlrPu;OT7f>sc_KAih>HQgDP)PLpEF}>AE&>#H zhI~z_GG|}s7OvrqE%c)e-9piv-j0P5Tijx$m8mU%!iC~A&*-Qx$<>R3wHEyo-YkT*^fj$-*V4q$mH&GJ-=NW@J{P(&O~YKIV-`!T3j zaD8G7&q4Y4@l2y7zP1F?Bn_E7#Y z`zBH(a9>}sz-9_Mk?RNe7>-P+Z3VGn`si_{57H^%7JpM^^atKANB3T>JCH0t z?y>rukp{VM_?g2zRRHi3DR(AKUSK{#09W!=rEi$lRmRgfnVt+;9B_OzbMr1j@d%AP zE(Z+3l~)Qd3hpp@uXu)WO}G81Oi*2)!R%`?wv8lnLwJBub691j<0G{cn;cz*FW7Ut zg~NdS(NsbsjBs9z-uYl2aeOjZ{70F@jo3&G^AZJ#k?B`WnSmKQHeAJ`3+O=%O$QC; zU16JZALeCCx^ve{HkYn z#{{y#sEkJEmXVa2ZZH-PR~%Td)1-qWYZRTjJlvC{nNE?sHs#3kNUX&yZ!S8?8x8&g zd*meZ1R?3gxqOJsh#w}~cOf}>iv~f4on{BkWC=%Bix5eU#v*&}N4Buag>qZ?7*p7Z z6!))K!fcZm!m8>_vV{3gGTC)+zuM}L)LnlNsYu!`#}@1md!+M02#k^{)3}Eq%B^Vn zQoI9&J2^+hLrONu{}>48oq#vmd@+fKA~l#}7_*w(I>cyxuo8ta%^ z+~?Kc#{D!#Jg&UBdY+feUp$Ks9K=I0x#RZ^Q)ByR>`iSUwdXMKMdfH*jsFg(ks?-N z&AoJ*CL7?=eu_>HtE>DFPfm~uh!)iQw7nOCW~S!NXk-8KBS@!X9k_6?)VdY>73r%a zLnN|G@s^VBk3v%`j2Wj0rxLPe9~(4q!arY#ke zsNFv9GC+y?y)UW~^$J+nZhl~~BYvulJWj|H++X0`jY~*_Gx#cAb?M$iNbc)Um#Vny zj}MJjqup7^pg?^Cf4)5K;6di^|7v@PyA;*zsSWiqT)i#nL5>>tUFrQ>p-Ah7cxZ185APthzLEy_Iy#HTpz2|MOT-bT!f9YdQLBuQXQm~_?a;u%E?!d?ZDMP3+seemXGo z`Z<>@ahY(aSO;riR&%08&M_T9tjmBjhbQeYiMR@Q+KC;06S*UCe=*Fs#a)V?EO)r) z`hrtAA%1+=C%i&P$BHB(^4>&JSn*}2gVQ(A_h@{?T^D4{1jEDG6>J++s+`r3SSPQ% zHto1DR>f2SQ?*MRR6*s+b&xkpZV$%#kOU`9W|+CSWwWOs@$)G~@;M1eJT0HVU}@7} zf6Di6Lt3Ws5_Fjp9dLm#uQmBrfr=9(erOj)?fdt$Zy1ZX zlS^5M)erU0teEE^IikjfAklV$464g>DGM&Bb6w9Kqsx6gt$`6}Xnu4Ei8m_rmfu~w zvUi%o7>v^B?(a70&GAUjX#JmI*c^iWa5qr#D5ykHjHy_%BX);>T{}l0V8u}MgP1n# zs2M3WnE(zwqj40z!!s9Z#IeIpwlru3eR5bE_eFR+wH-}(${QF204QZQ`^YY`5^nXf zV|MDaThz^YkigCpqgL(E2Jx1a8{oU|y*j+4tBYTdEjZj#?}!1tx>zCyLzTL)m_c1>X{zuc=Ek`I2_LpnDRr01p$V9 zFkqYo!)Mv>3y^HUfPFao!@(a6!|>q@2=@7bv%lEz2mgK%k(rVC&wo{Q&+Kxk+ZMIm z^Uui0$jHdZ$jHdZ3#PtRvs~%iaWjVSxFJK?qSLrGR}~BIQ}UAS@)?_vFN_P=Bik?r zrcz`EJARWMGKuv#rcys~mBsu4S6C9FY`bSO6S}1mD@re=oL49u0vgu*@?{-m!iFEx zgA5s<2ApcrLa=tULGr76dol&fW*b`O;fYh|27kY0(quxDGgJ89Dh!?lD~d%X zYSzDeSRa~Puq;El7C zoa~AmMn1O~A6XSQj#@cNJUAwi$EGnYLMsyPYzSMeAS<4F`??N4V{tzQY8tS9eGU3o zqlqZ^jTnpG8dzj*mAMSMXSLXkb16{oXG@sp_WnJxA$Ow zORQ3fqAsX};^>6+Nd&hv5~^&L!HQCmUzsY0uezb3H+bnFtujE_;1oBgD#KB|KNVuw zV4)ri4)|bY{<N3$!~x4=O2B9KR^0O_s36W6uP7J5B)K& z+P%O3VVq!pEQj$ilmhjH-bJiJLCSveeS!K||Kq^*ksK-pQVPf?`_I%s3e40mh9%&`Jh7?*9O=nXXPZPXlbyU{-6^|7)oAiFylMfDP`i z_kRa)pJ|6{VE)(pe;YMEoYk;ETw%f=^#2aZosj#WR~_>|?EeWs-s@2qlV6vTir_Sv z{lE49PawJ26dWIl(#oHIeC_8SMfDiNTcPED6%YweDJC1@OzH}OGoZB)ZVeXZ-NuK7 z@`CafR-$Cl@S=FNQ3c>KK?KO^@(19WaNu*x^g_vUy|NU@xVwrX0j`RK712d?$w1YU zOI$PNNP~--F-P}s(14hu-}=R7%#lR9I0Fn1VRpVwco($&&EZh;JK+_H$G(Ah?hCIY z;gbPfzkPpn;Tl7(8KbAc+sHUOxbXD}kaSR0ZbyF|LEU)A;}%^u;p#J8(C|_3&n#wJ zcFg|bw1#KP-n(-h8?TU#mY1OMqJ!n3z4QgbWTmAE7%upmdnFp3Y3r{EoIILUP1TbfET-oYGdovC?F2@yz!xW+DJ-*AnlDU0 z<&dL=&1YeUm+vOBey+<6rAe_s+W5Ks2NF|&h`Ji?fGoHd35XT~pN^whR9>%c` zo0u?sC4u7+sv5kY_@Q{f<!#D>%@91>8Xf0Hb*!~>z|ZJf9Kx+xmW5YC9HDo5 zc!~^}O7&5BbIQ$e7!xbnpWe~no5y~L4f-E;3qd*lT^!Gm;y5nUoZQ>Ghi7vZQZ3rD zjcACW&3E%;{}T%~1d`$NQ*yVjW;QB{uk>GNZWtsJ&U;y+clZ2SO+$MjX(-Qo7nT&( ztPxT%;>22m5tlz1Fw(g3_aQ~+nP;9mnoXa(IXZam@c#Vvr}4|=hHv__YOvr&WqnfocRkcz3}o? z#F-a0Suj`-ex!ej_RWrTTb0!rm1D4c+V4U%U!ODPJ7X!1U|)_YvVR zIzn8#yd{EwbTo;Oa|P;kcw6tnL$C$G^9|l59Jb%m6Pr6m@dgg_;*ON`y!e=24;fw_4zJhSvS_pj3B7%^O%~S9wa|8)L@-_g`h?a0~oM?yK4k)+N zL;a(4q!T%yQu9vudNBivD{06>-l!CSz#0cqK;y{!_mbvzMP zWUSflKt_z6^{{>Hc~RMA&U0XC(pUnG#Dy6UMxEJ%U|VI=YJ*wQC3HX6?WI&&UbHy-=W z_0CHZJU0yo&!qD@tg%}oh?vv&{f&lMY{F23zdv@r@AN#L#cY7LY>2*sn8P1 zYgq87%N${#%-Z1|~fU@MrQ0Ru<8>V5ER8)ExW481#6_7>SH5KTl#Fn3#^CwlW` zw9qvdxJYVP_V zN)BXQi*W*CaGf%9tjqlfL{blvK7B&Xl1R4Uwyw3nWP&Ub8J1gsa=1C5Z;?nI%%8nH znorf1lyZyyemV2{bQRRcgvx&Y$^NIXTmDoP*eq7tS3fO5pLNI>(kM93NH)zjNU@y^ z=SKemT7RO}x^3FuD-cawP0z$-aS=Szz~v+DDB;$$CVl#N4cr0+r7yqSf3eCRU=3@N zA$++%0p#Nqgw~ad1Q7p2y~A)4EFCn!G8m;&ALKnzJ6+#HQZv-t=K|FzlI!pHgjmryVr-8|ws zrPgatL}iJ6Vr`<#49oI>5K@s&2;JdehQS%@516US?djC#(i}`0K&(12-07}$NXUpv0vgN;n}$dPoi9>u*{5*4Ax$<)uR!< z84HP<;?W8mYhWj@9J~`{JD;Bx;!

z%si!FNCT6)V?z>0o!GQrkY&(wj?*EQhT&qz6CbN1FBinh@kf}m;~!?1NY1a-6CPVx z&R^0;9*0w1L}AYkktd{!EoSG7+#Q^r`%6K0Ou1T}&A+$o1vIx#r=AKUogV^!jn#7KIC*7JJW~?HUu{ zSzpy+en5YG8)cNo@!s+)$61ga)K$af9-{2Bh8{fBuDHd)jdktN@75Sr5<=#hwt3W_ zA_;A=c+Kd#6NTal+GMCb^w2%ZIe(-NgQNKb(Qnuq@Oc1l{OZS$q9yNnYjCrGm41HR zcetBCD5H@7T6PF|6_V>VK(R2~+O&O8h+;DLb>lYvJ6ZIaDf3Ke_;@|8e>-nZ8a+uX z=Y*Of0>NH(-cTee_~|Fo%QU%ntmr<`yeat%0#_lgw7UPaB-P{Sg`Z%0zKJ>Y!UC7; zl%xYro8XKXR*Q`Es+4N8kYw@#d?20TD!_*6P0pexsXzG)w|O)?f#HOi%2QsoQ+0oH zGQaKAy+Ey>GGkE8DcVRenu$L7vVWKBM-d9k0S#=#GEcef9Q_qMrDe)V-*3CSV1 znK-dff+}=+H7yr9%HJH!J<)M83Fuj155w4if!#f~__K;D#@0Kgv|=8se9YX?vkqMg zGQoJ|6Cd*TQI~Mt-S{A(Ok%p!;kJ~g3qoD|uAX=-2#fR%(U;f!Js6cQ>Dc)8T4STM6y{fhh1u39E>ION@jC=V;q$lmeC zI*10(bq;aWf!|1a#Zy(#*qlTQ1{?zENoXx*q_;S#DE}+@ zsf=?kjdte#qN*xgs#{`$gO)BRa)LiinL^JiHw+Xy{r8Zr+e`2vWUvu!0MyRr{Xtc` z6i~X>5~Umsi4Sw65@(ZKe$`fri&{4J_?5<;Xc=m@{9wVvA$I6Q@*tNzR+k9QA3zt& zWpqplHjZ2M5d-#r8;lIi8BZhOEa#8PsNz~dn!3c zmE8>MFQ`c}Nb)LzLU=d)&7ogG1}kW{n)2uF#^4koGQK8+HK}5!#n-v&di>_7l0-sr zovq0^WlMU+u&r0(^8D%cDv|I|dWFID8FbY(;@mrwMgFLR1e419Z1f}iHMfUHxWIvc z0PnL2NkyFhf|!)o<(4~~=fFL5aLcmR!xO$Pn_BqD1tH_obCu2_ zGdX;=NNk_YeyFa{8~BkD>B-0>e*S>eFhOO#)yulEhTVj7QLp(NmIo(YQ`qS1-8Wp~ zJsK8%tM>NtYRem~y(~E$jAp~mciHaC)9GZ|UHi_#oddoHDt+P{k9mxg;%CYXw_ux^ zQO?WAw{2@+I7SJOd0sk99q%?CwQ1Mjxt^8CcGq#!}z>Zh_;8y=@VrtS+G| z#1m%pa0ddKWG_kD@*aiDe~e}znAnc3)~XRtKu0;{6qG3{oXzGfu(aAr`+>gUkKMKg zszbuEg(+$02(Ov$UqNh+i^OHJU>PAc)i6fSo^tz7TH=ohfO{HBx}~8Q{)Ce?;+C*0 zta3L(!uz zV_jkOjZK6)ap@ICHyS$Gx*M=BTY772VyL^FD3evuBuvRmih21IFwx*>@@F)^OQB&s z%!*!YWlJzi7#)^x`G<2;8Ktb8CV3>)jgwo!Vbn!g673wOYTIJ!N?^X=jZ|&laxzKoKi+&A;(bvJo(WOUgu$q&2GUe1Y(jtERqZ`xBfirHO{a$zfM3enxSo~-=B183z%mp#$KMaI3Y}E(usIIL z{QlvvbvOuQY?Gl7;9?G$VvZ*bc|d-z<$G5pOF|ttC6bdPzbS*_c0`H8B!!v}U=$t! z%w>lV7*~jeQvl38UmdC;H^iGi+>;PaTMvjKiZdYWc&#ti)lbe zP6ax&y27Kwy#fSEBJ_-quGH2I{7Pzkdwb{haOaLCSF=o~9Bw4!n7|@&t|VFiyuUbl za}h8U3%jXnvc|Smh=s0#5vYC^Bz%fU6@3SjNXx#uiM%*Sz9vp(`78A(E=+^l!@;g? zDAZYpC+iO(!nJiNEHs4&POfHPV4PN8mv7iR$fPhITFzxu5I2t2E}sCDuQz)032&jG z_fZt6Bo;XL&?4zSpSA0ZLdphotrS;>73`JM(oR#GpeP7UfQn=hZ+$Mfv#a16W$oIl zhmPwRVj_2q?;pa7b}T`WWsuYNOpV=FZ2!pvxzN>UK4(H4zB)MukGP@>pKyK9r~IzG z3>9TCDA{FF&mKkLtW}DIPV$Wn>}#MHj9}8U*uKpH`Vk|@r5l~fR3I|`$cC=Hs|XD& zTvEpEh+ZiWMop%pTcZPnhvE%m$wL%@l!gLmaNIT_%M5XE;mnM7&(g`6<|J5xG2Gh1 zqq%sSJI+u=m6q2i(@vI!B~cp%emNhClkAfIlh-5!N$z~6d8-?9mM(9KcNkeHt6PjN+* zP;QFIDSey=wtLGpB0miR9Bty7O3x-QTQgYFfxKo zrnla*&u2QXjG(XwIw{&g}=l6!#kMlmDP*i1Tj+NYMdnP?=o&?jaHy8BUE{=H8z>G9y zB8rhJjwl<|We1Lx19foKJa9Wd4mi(oJ9{H?kBGK*=FXEGIG6ukVbr-yHE4=nH6V~f z?tDdJ^ZB$4&9Xr-nIhKWGa)1=S=zbEzk*z#@>v8R$Q|k=E&S@1Q{re>1Sna&*tTE0 z3s!_&z`_MMq$*06rr0+mqJTR_1yZ#b&qv*+f}}B$PX#`KY)x;REM$|H=(2H9-Om5| zn|U~%#6Qo*hv>5wrObE1SOX*&bZ(mNj%G)L@#u%cY=CE7i6(YNmo8P74Fl(uhvUh7 zJi6ICywATRd&hV#iq9aJsGB)m@CiPb?&mfxT@1ssH=^hBa6IqfucPS@hv~Oib(8-wwIMMlK?r-V zLK?3_8oSs}A@l6L(eC{AHuBq!CbP{geEX~o*Wmb)VV)h`q@;Hd3_-^Py9k->-5gBi z^YP~TeUNp3bNv{<(C5i?a~)Ym?%ZV9(uTN!Hh&X^SMYF*$?HZ3b*}J^j|$h1koN3& z6HO|5{6QVLeSbW-IUIM_5F4KY?B`fl!ubfS1^T}zoc6d>Lp+4u!Ev)MA!eR^ftzf; zKRE1S=+FiHwYmN^P|v%5LKnJ+aJ4%^&dl!08Db%HKAMk*-8Dp+=IbBmB)bO30(DFr zvu+@|S*G}N`3?v;fL-1%jn$5k$ZlrM(|yUilC$m<*%p{iWAjV!$jXZ|Yp(@csZ7G- zQgO*MlOODV1UaF)?eG%$9rMrFbC(~LoLrx2ua%OpSdFLUN!8D_*I3|?Hx%pr4UqbU zb`%SznIY-*p97KwbS!Ys8;VQ)F9F3yI~~zi7UO-b=9l|lL(N}muPMy70C%hNQvVyM zb7pZJ*@Ih!Z}wkXUP1QoR^j#jcTwS)_7-C9G?AEJ>Hh}6Ki&#%PmsP}z*?|oxzPmc zPX7>CpRQvCxMe&O*lGXI1NK}iY$G(lI{Fv-e+l(IyLvs0A6}MV7?WZ6EB${J7+MAp zRK}LM)>@r^O&)T6wzX9s2WeIQgZ_VrX4YG)W#(tp(d$4lY; zg!#Yw|1aR%MH|M3Y$FW)|99;Jd?U9-$ATV>bBpmWTJ7409=-Ni*1OO;5Lzz}KC{Z7 zfArc{Sh;9F(QB_St{Hr~F}TQTzVYa_@3H3jR)S;Avai4T=(P!}CZ|od zZh=RUT<)KOW562z!K2rHm$lnD6hy!9mvTw#G&$c=mg^FhVaO?Fgl*HU>SNz0(pNtH3GoMgEHc+1pk7*Y!{N1KaN zN9-N&4YHzHvlL-e2`5@K7xE*nHz6vQlGDC4R*eYMXwi`sa|OW5 z>~?^(b1XA}0ol54G~W)@^t{O0`*`*g(QL3g81fOKKX|{s0Pmlzc=`Ac;g*Q;9*pmo z$z@%tEIveZUGQ|^?;hX!U>Y_9`9`l?REg--grf0*)^B5#un}1a&-5yMl66rq9#s|}#+u2)1FOPAy6Ic3A+Ayd$35{otNdYqC>u1bm@zDi~iE(FUi|QpM8+Gi;y~L z!@XPtZ|&e{Jm21d6X#M7`3NkzuphiEu?#1EkEsyNJB|Eks}A~`@T5^2nHoOja;Cxi z);#JLuQnZEn;raDyg}lD!^t?^kNE6@Fa@~vm08*cK`|f43bv2vzs=tchJ*ehR|@$Kgh2$-_lE z9MW_V`JphOg#qlLW;b?6Kp5!a0LUWCaLjVK5=llbvItbmFLZGuoia5`^T(0Uy{(-c zrd|Y%diax97Ixr2kf=CO(zy>lvr#_`I88X=!${T1yzFr#UunTAbD9T|JnHWa@!B=c zi;-2ap}{Z)9yu4<+eJn1;nBWTtr5cX%uil)9Z#a9%`n zj0)VsR`Dm|Rec6$N+Q1U?1qJngBpB%J3Oc4c^5|pYf^Yp37y*9Ih&{AiCPAI(7UJY z&pe5QlWXD)&4PU6Dw22u$!EwPCZ60-zK&p5^=ICf$88bnj0EhGEPOb9TfC|i^t2NX z47`{})>pf~<~kcE{qXp3Jb--UVrO3=e3eVxBB+iD%%O{%k(D>@{4pU~C@VIPX*sIR z=-~oQ92OpYS(!#c@PNxj0N60bHOOw`#lD9y?(#bnA*l5+a&gge3#6t_h{#C#JI^Tj zhzomTXa}2y>14F)28O)i50*fav^4#+ME_fT;Yaf{cE2_FeK@vn&6U126j>DhZMg*6Dcfw_n1MfVeMBd~-HqI}tdjCC6 zIx|`DOAm0LX`hRbR+-`+NypYLA*1w9rC+Dyf`^P(Ccj0negxZ!y}FP0FJB3A~7D1U`g)`#S!y` z9-gM2z})V9V{m|uPBsjWIcUPeQ@C??c%SiT2Z!NP_CA$(dvp}?H>a-4e(*&+gblwD z0#7y&<^v|qr^BItTuP##5EHAfO5w&G0Quir8y$O&>h?V(bHb}s?&)wCf#P+;Z}b>Z zI7c33J`#pGGCRK>8~QZc86Dp5A!;2#LkzydJwS;D)Ufuc8Nag--6kd?0wHUiD3P*r29r&DlnBSN{>bISRQDgnEkw_Wuoo6p07M($K67Z$T@hOtS z!Om@j-x+3g7&p*M77mc?-GK59_wzLojO)o8Xe5ewr-4fk3#!Rzd=a)=>-)pOfy>Lm}^vj)hG@UyH_ApC!$V9Y4SZouh-%5021(Ue1lBz0S7}seWdNa7AlO z(!UE;xe$JXx#xp$6kdPh`6Y z`dzACGxdarwqKUNox9GXc>!06dGn%!^vLQ^z?et{j*J)H6fu8A1W=)_BwCiA(A=&Xdq(S0yzZQH_wT947~(yMyTnS41j!3J5S!-tcHr zMYV*}5?QHni=%?7fQYCB*UF9>O!h5!_R6m#-u{R(?0i8g#_FZ3No7pxqHk!-d6wIQ$OX zZ1!8xkpabfp8~)i$3Ql0T5AApz zpjRZKd0(1H`4bR<3blJOezo;n9-(ZC6oeUR)aKAgu{$|8>z)i&vty?~PO4^B7GTl= z0ONaP6;TZtD#3b<)=wf1eb5z}%T8P~__hoew**ISsJ*C+U~%k*OXw~`(T0&r*8-f* zsB}bs&gI}(fITcM1^xx5L2emj9jsF#xXww!pC||3%q5DT-ohGat5ocdQ*O#mr`*C= zgt~q>!fIJ`4>*EwZ1Li9Y6qqQZZ4;PyYsum#ac@(jQqiTTat@4?ElyVj1u<>glz^Q zqsScKkc4H6adaN3iY4D`p$knD^~!x@a<0L+;N|{NoaSxP%}&flxAuAB zfKJSQFrCZuvx5Vy#g5r&g0hAq7j2x!_N+$&dWVO5>I;uO72K;=zJv^PIjamoyMM#6tBpn6xt-jk{9moTkgeLV&!tkwh6e zOt^Xt2t%l))nYw#4OQ&wUKGN!Takh*DilDSUpHmZQpNSYCZ}OoV#MA<8=r>S zs}E6_64)6<9zg`wWk$3nJxdd^7<#R?q03H0n2&q>{4+7|fsdSrlzWbS_{K*o^Wg{U zs5An=Sw3NRDW5%*rce%~;ZIt9ku!vGk`!Rv7%dbg&BqaHWg@j86$gjirtZR-AMnPd z`>m8LzZN8kZAy}A1o83U9xIJpjVRLnLDD8yZaBpmp`g-zA{)~?!aJ^Qlmq$ZEFBJ6 zn9YT2iA79SfYEj?Gpo=Uk=d!i5awj~rQ+6zw^6N2DMOX2xAUEm>jJT!>3r>IG=^se zo*FuHE%YNy!h5#M>?_%$A zxYtYy_!FiJN3fwlB8f%Y51>bU;t{t00D8n*P?;8~Y_cj-aB;TO{!1_0C0kM{3kO)_ z?1(k_2KQzmfQvK!P{8EEcbZaZzUnP>F+U)5nPBShf&$SHcho%B872lq1{{aY4{AfG z6lHT{wXg7luw%`|!6Qc}rh~hFz;(rqfJqO0I84avw&jev6lb{6uNZN8C*e_QH)5N}>TR{~- zj|5;XGa~mUwy6~D%*c@*0%q!0c#@M9Bt#*_pg?<**tt;7-zQ;isJ9xE19UsH5ey|M zgMLBnsi_4oepup4p9l&8@>hmhKGna7@WzjM2tS&J=W_oAKz+zV$%MAzm-;VDL}iLf z(ir2yvue<<_O}525sxf-R1M@tf3Kv0Qf|3d%w0eYqinmgjG!r$uuSE%qzwSp(z!2fRle+Kw^6}-6> zu}Xh(?Qy1+c#o@Pk*XiplBa6RP$3)FKJnu1bPB#kHFo=N94!qYMwIcHdX%w*5QW$u zgc|?Rdo>k!jBG`(E`4a^ImJNq+) zwR*r4#qtWtI}^k!TYq+k!$baCF@Aq?6A3y)*=umFA~qT69uclNxIf$tp};b%Xme5WXI-%xxfs4aV{& za!N{@BE~)Jon~;;ZBK4~KV*7c6O6Ox*3OgS^J~4sJL8aG(tLOV5%Ug&PP%2W8-%~- zKAKEawsqvM^C%``Q8#y$1{!-iy~i6MqxzK1nnN8;OfmYBjmlur%pSDyDI8i-%W<|= z+!8{WVK1TxAwLpk*?@^^V17TIt8nk^!!pTFOA`X8pxX?(t*6kP9_*0(pN#U6??KAB z25}N=IAGf16qT`q!X61BLklYlH&@=G7EQcW^pW4t{dnvOw@273&e@~_dpn0mC_6$J zq4Q%OP9{8hcZZH4i9^afzHz>8Iy0YN0#>XtObQ_J66A2EUK z=on$xhjaXOIR8StVqFiK#i0BK4i*EI{7p{mlUu}Ld72%^SpbE*=9px8|%N{06i|uBaQ!eiCtK#AR=^os1GtCUvDH`c2dYblLpS6aOW*QfIH#A9B6%bM{>mynhuIcHl#5)_1Od0DO=F-OB@|f zss&Nba@+rYu>TZxm7fZWtXtZPJ#PP*eix8W*C5kUWmwNi>f(>rV1*h3>&aErvo)~l z6t!wE^>2WZ$1Bxr>)s)NY=f&n*fyP@O+YW`2uhc+1R!l=z)jmqJ2LFt*0P=3=wJsI zX5jBdrmokA!qnju8@Cs2;|8z)K)rTw$|K>t-V+@l-NS7}SHgA;&Qm@gg~Yb=(ZS?s zh74N}8=C%j^0*W7b5UL34B%jQa!-!}=;q&_VA?>9f&^I>9;1st>^oN4e1&un$W?)4 zSbC+BH|DZEQ`#iNidCubJaW5b#NxSYj)OKy8C^WktMt+}B54GfE`8Aceln{Ey}JKQ1ecJARm zs@;K-m6CfciBAeWCl?w-0xJ@)LreOzY}b@!W(SeKxqiU!FkdcR{Lw1Z32M3Gw}=8X z%@~l#M(eE?LY)J6oh5OH7-JRb6t?7bj;8{2LgQ%23I14HZqA&NqijRETXHfLkb_OO zxu*Hb#%OP}!){{HLxflJf~5}Z>KqgJCa-kHGljt|#F!O>pB1j-xdwMJBMi=Pe=ssqf%Gez;qA-Roe>Js{+(H=I9 zw{e~o&mo)JLG10ecg7=LYs-5svTCnjqEP;saXbsIR2e_n#>~x<(1817b40ABO{#xd z#4TDOu}i7uQAR+SW|j99HICjQ_B0U^R@kHoaW7+PWy>J4tTCs7h%g-l%c>Mb83@vP zlHcl;k@n=zh5d7#TXcjdVD9YNGbMgbk`U~twp~r=PD{i&vUZMsh|CKs${w*{CIEcN z?F7SHyPCigci0^vt`OHk3>Z;`;cAO;Gmrk>o)5)-r<4{Ezs+z&$kLt8v&ylu4~ zk=H@fP*Ba(gARi@I>nWXVc={+Mjs!1E84*%*a5H}k;qa(;VZk1X!;0}%BywP2h(po-yvaa$%- zS>se!mLErC)OohNCZ+zh6^L(U--Pjs=B98o!?o)hPOV0;uy9jB( z>{Xc$za9+haxe7${yKIbA4uggNVYvWD+k4{a+r%&ep$|dKa?uxNrhgO2T-zNP!}`) ze6#;LntpezZCjql_*u3*uIToUe_SI2pBtp#{_)XDI}B_@p2{{N;$O4N=M0C(9^|o~ zd*qRj<^x~4a6}_-iVZNBFK%?JVu@gCIccLPsidjUuOQV7@F6wL%rU z$)jTA^){^y9&t|*SVu|%zAco=T?hZnJ8L6JyVb5#)Fx4|bh1y=)YXi$=tFitBoJb* zy&ICORFb&{+XRhao2Jng?}Z$cljvRj_d$~1!x9pXZrcR;K>vfj06nsT5BDDr1^Jx$ zh(vGv8H(Tcf9sDPd8Gem_(7(Fe7t=xZ^!?e=x^UUS|-*I{7$>zYrY`J{_ni&kw+>g zkoIY{bVF%l{33Im;6+WGR9Ql3KX(FLH-h!Tr!?6_w0teerX)yhnp`(Q4`SPxZkkcm ztsiN@3w0=(I{g?sINU#+-`7MfB))w@(Zhu|)A;HTI{8z~0eV6m27fP^4K@2$3VnrUB;sTLUOT{!wNfX}F z8d*nOBQ0kNheHlyD3sBNk{Siy>P2^OnKYl%i8Q5i~fvkB31i$gFiLv_>G<;gtgr{hbc*Ts*weY z$7lO@Vclr9Eg9Rr`|xV(kjP$2Q!yaP{9tOG*(0UsOAzNQWvv6p4Y26+!EJtQvNqRQ z6+2dqZQNX!7V&S1)85`Wns1_+Ui_EN2_tz65AIH7XyAB*B}M-2!NZ0~N@7KvrKAii zJAvKm5v~outjxM&UmF@Cwp~oE_#M>Z2CP!XJ{55M1Q6}0LIr-=*el)89H88&=-oLu zaMU@WfwTq~c5;ij8pEqRXEKsVWiCO$qNE}(hKxX7Oi>adgEa9UNguITQZ5*d^_%d> z7P$u+C^}stK}4@|pUdT9>iLo~vDjz}Jrqni5O}JlM&05pZ_Yi|{}7hiPgg;c=F_K* z`j5*YLLE5G9s~Y#|1-e+L=CgOr}Qp?_+Tk~R=?Xnhx(r=OOt3C+=c!Z%mk>n1skAF zvFlzdjO!I(nxx|6A_{45EVm|La^y)NGo?>gISh`+|16B{ip9|y^Tc|LdD34T}mY%cUZ(wIW@@FoO}C%PT@NpfFh zp>FIxe?o;j$s9CNr2&osBD%WS?u&Iq)4z|C%V~Cr*nUs{1JIw`kiA;$yFS$aC`vvc zB}qhV@AZlPCsFvg6y_su08jPLM7;U#?AiW#l>Av%we8uv_(is7`W5Q3(Ja1ITf_I9 zcq-FndJ?Mi)9t&r{kw1rLzmwC=p&D`>rKYny~3@^b*{ze%|_>1v{9ScV4W!DN0+Vz z8Uf>3&+GLN(+T|4($~H#4XNP{Tg{X=DCS9NP4U;ZnnBM4TkRnaQA?Sgm(*l4bMC!} zGeab)EG`(C-6?g$w&5g-UubFU-l7hQs#4^9$kz@I26G%J#r;~LP6V#ld|+;he?{k# zDNk~)wjEq0$S-=@IqRhd#d#KYpHk-bXT|L@n_5BVrQM@5RRcpw_zOO9C9Y{rkog#A z^=ap2=_^H;lA5rsADX$6K-Co&c^h1%@q=%-o$*fNy7d66508s$xFPFmxR~pdJl6o` zxP7==1KOL*Rp=Q(le9PxitnFloquf06XW?R(X2vfH$&+>pW;z~iKa&u><*drlA{q8 z3YKOo>iB-kok2n(^@bdwZ&DmL>;&^Wlb7_N^~T1D4FztodXJIc5|+2gQ^d5LI0gTL z-4YKU>Gv$zF~5HZF~$x@6;EY@l342agt5S8m`9r3YB@X=d~^QfAyOrM*lf!#IvYbA zn7V_#>l%wTeT*wsMUm5O|RZ2EI7&?*h`v3X9Fw zLoiY71cxrR(ADPBo4MVaJhXQVr6VM#8J?C*{^Rd74u*075U zrlgZnqyeXAU3KZ-F%YEUt(|$9rK=&1z42scYjo_c^b!#QC}rjVoh%5E{5Yi&BG+}P zs_tCGXcwg9Yk`>v+02lp3frM44e4UCWo0CnO@$x*jP}~*jBiYBonFyQ(Ft-M<3T|S ztf&YZfGA`FCB1IKkVGI7p_GkYS~LRn269?y^3Rt!ad17LVC9tI3vW88`6}77x)|6^ z5{h|I@B)*D@DjzVn;ZuCgxxWV3heBV45gH9<&|X*jyg$gEe1CuM-J40i7!!tJ{f+R zxq2+m)mg_4H#msdaO>r{j!q1PoqNY)7K-}W9YeDglM2v)gOpFax zEe+@mwCI+jm8m8N`NJ`nK=ciyE4#-b5)?fg{!HY0VIt7Ih70&fpbh;?B(4F`1cRv)T@CseMGTha(c9jyIwJk8&owMz@KQN zlg*}+>TAzZs+Tox?|W&}h2G07H#)SvH%1wV;e|ChnDQA?urnt|lEJ6q!yx#9M-b|; zO##&IWDXP?$e#Vi+2`&v=?{hEzCksV;`s;F?^HZ5)|>+sl` z&H%RzP?;7P0-1D^GUV2K@>^^!Q~A6MyQNtHErRt*ZZyS2W?CVbfqvXz`h+zQMA#xG z$%fqmmij6rWDhLx9*#XaKpldXs6|SvmG!hK{8z3jM`o}H3<)X(<&L*3M0zFlb?AX1 z$rS>{thGO7NhIFF$i)jJ;wFhz;StGNCg&j#(blQz=iIU)O_-3}*@_S98M7e@;g-T? zP1eq-DtC+MV49v%$YySI3qF+93a%AxRMoB1cW4xx&v_FBTcroOnQtiMcyT5B7LuwD zdB=TtY%Y_?V6QXfBbDaP7;{vk^ChU>)Ta2be@H`qo}EM64BDh>IkBH z0$ktEM}liyidBp8)n?hFmMBg+P%zmLLBYlND|mS`wiai-Gz&}ZRy~p;oJ`=b!E6hH z@=hV|+7n|$X&h$_9zy^2-+T1YNBHxjpLBoxe(|EZLkc;5eqa9y92tB>%XEyR-`CD} zpOi!A4=D(U4t7mEW_}hJJ{d7IeLV)aF5#LVRX`K*A@}jJ4>h36{jUSt;{_1SSOfTm zr0S^v+%kY0{as*qk7BTJQR(Wf{ul+uhM?`N(n0^PqU;H+6v}j6H;BL1|F;0~q(YRU zXfXeF{|^B3K81-#Gt&6K+y6rp{k#;}>HE9+NzP{MGY(u@1_C7u8I1Ba%1~5x8K3Gs zML}hl@wLkC`gg|o{kV0IQI?GikCc|47vW4Pzmw;Wabipsj+OrYyWgJ2O7ZyryCJen zW^6bEc!7(F7)`WMXxcDLPcGZcbJ4#`!V#m^u>%k)xwPQf$6pVd^(&q0$oqYBIG)@~`szx5c>f;G z^*b+2Z^7?+FfaTJ=Q`&Gc%*W6u5;l6QY>PVi=(O0UD#qg{hruHE2?~tmVk^p3 zz_H0eEf4epBjy=rAK$?fK#O({ylr3;lCUm#>s`Jf=piY5ql0=Vk@b(C&{R04NWIfFGZVCe)?5mKMB_U-IQ*#~ zs9)a8@uZuO6?E>v3B)u{CS$}|L2CRCDkWYnN((GLKiuSh=m|Gu_1E2{YjWwc8>WGo zX`E|XKp1ChrwPPSiOt(=QW6r(!ed2*8RjzTxB}W2-*Vk&5+UDX?zd1Y9mM0Z&1iow z3Bmz)628U(+d~z9(T{v9z&tBsfA8EYpd9Vn;c6yuH)4z&95C$7#FZ{L>vYf0*6iRi zoRMMQ0zx+ru#sUWH~06Jxfyav)LVA>HylGwhkK)AEtAQ<3~5j|T7{ET#lji(B2TV| zx&bL{%ns8vRUwnfT6d7DD3U{&K*m8S<^Tx6U1bb{Ou!|xAZJf~g69a6@S|PnPmZI# zL9>D@b@VJ!WWrQ+j??IJEH_+aO3A)9Kh-}0Y_zUFFe6*GPJRG65j33kL*F$k$?ah* z(CQi3*6)wSqF60h>P-JK%ASs8RmnHl&-T9p*k3AOTZY-{e6{}y>U=QPiB`W*_VxZ% zl>TBUjX_!XDu#b5fnmIA!vI~@AApqXpryTv6%AwinJj?o0Po=1li<_)h>zIcpB%u} z{_STpaUmvu=XxwpH(hWt`sxd>U;Ww(-+bxnM&}zymJC1LLFZcU%bjn$@cOr}|Juvn zyWU61wZU{}bnxZQweMWN+JE8tcfR++w>CQ02M9vC)uU!fZKvxiFkG*`{PN4l`vvQf23zsf_5#KIfy!b_Xw0vPm zZwL}Q=W}H!4?F~f^>o&h1^Y&eB88rN#k z@3^%HWOQG-9{h^Dn&WxwCR=DrkHCyb0rmq9ZYyslZ%~vtCH8wu-#qmJBSOakCK;S z#M>oJD%3gUi>jpLoYJOO;*iTfeTO+S+b4idZzaDm?qBNU=2nYciXR+ zoWwm#oXz%lR)K@i@{l3}1aZ1y2+b5nEA?5MS1~p(su`rGs3@PcUZdYCp{sOSAeZ)7 z@rCZnzbX{V_arw;um9LuC-0(GDf`DI2SP&UGTysYU1$dbhyWL5@6HBl5`eYMIiIMo zk%0<>xacNGNXd~6ytDli7M^0~Lj?DGcOEucf#hxJ7m93i5x+|h)MZbnRr9QGd={_h zHinv;a0JW61*CUta5S6k?s5V7Y(`SpB@eF5MYrnRp8- zCt@UBaU|Imm`t$cODWa*@vRo=yWITY#&sHptg~Slf>?)(5{)fLr=27BhzLgUY{ljuvQJ$DxYOufc{0$@u z3am~pK$#DNn+XowcW@wmoRhw@n_wNz%Q)I>z-j(~d7csFh8eyL|#9P-d4#qo2qCg7sOyXViu;&(zGmr%G z;PA+Dg^-En?mb49Viw?-2hseIbykW@19C=$tfUB1-;pGhOs*8IE#4}MQkt|@a2mU= zXagkZn91Jew_#rBDHQCa*ly@r{2&WwY%V+1x0~1zROMGH?C*8Kv!bpy47YgFJ?Dx@ zUPKf@Sk>@!22gXR;NqX)7tk(Di1aVBVG7(f-k>tIX$o7n+F9p_EgyB#CPZiVN)u~* z_i}P&fG`V`AJN2)y(SBQ-5Ip#jyyceUNwwZg6Akpvuch--=;!7b6cy5!tc&u98~Mo z!zY&zQN^^3f@&pY9Jfi09Yzo&uvf^*m@5C^7|SI~A3>=@8-a@k+zy7%iIHahl>J>m z&S?!juaq!|vFVc;Y8e*y!uJ9!mG$UUSek2!p|NEJOH^1cF3A#*R=TE;c?yzio`Z=a zX1r>bCTV2U+jS(->*vpj0AY?rY8MPh#s2o}pjn?7xeCH%BfOfl)vShsE=SD5HCN!m z>^ws3+0WL1o`3iQiZ@uq_F7FsmJR6TmE>&cfIjchtTv!6XFh5mxC{PaxeuG@_VYeg zl?>TJ#5}_q^rD;E^O*xPnbLM$&5Tc%0&Mwc!5d;_81j=bM4JF=|GRwqY2)08^`dlN6tQ$ydk+@aw zG^NCKdd`g->R7&M38Cg*#s1Cw*=K3`TWi4&q}faCW1I{n2Lq45%PcVqnaOrNLnX0} z_1*ClP4g})_(?D1#eCaBKC!<$w}(4-wr}E{pWRs($Q?_yoka@-T2R)?4S1OCfA|U~~eMKL=WSxFT9S=cT(vVUB( z8+a0Vu;n?sHM(&_q*$hczu*ed3BpShnfRj2RMsLf(XjzLSJ@_--qd}4_y_Do__LqQ zgwGnzhFGJ6pq#_Q2)bDke(k9)`w9(}P>iEZ7~`B)-LrC0PK|Rv`Hh5@N-``mqM~HK znjsg%&>>etaS3u)snSEe%3un@(e%*zsSjN}aE~}O9eI+3>1^l1C5x4L#S}mpEAvGE zc|@dqJQl;SrsWb(T`a8SbNyEV_GAN0mU@G^+8+Ss@d%Sv69d@k&j9dr1W4`>w}&>^ zqyAq2>_;N3-;^83Ki&Ul0rKGtM5M{e|M~v!Hp*qJt^D`;e;ef=jP>(Soj>URM=1Tp zP->w%ACRxVum^6!TrfocY5(s6^gaBD6h+g~Fr>}>Z~Ffu3f}8ys#W<1@?`FN{Zz7& zKk5G?)cLS4Q4zHA|D*qZgehM`)?kt619ZbraT#7W~TLaEIZZYGu70>jdW5W0!W@zUp06~ zgNHT{m!CgcS_BozLp`|X1GO_9rmV#A-FBRJrpPEH(s;GoeAwM=4cK!C#feYWcZj3& zZN6t&W*NkrrV>ka8!u%@w!vTuawEPCu^i1UHJcesF2p982O8JYPN{lhU8Ik!k`7f| ziN%ITx`Jd_ah;K`noF>ZAAsSH`$PZ_vC|~nZZ)MOd^qilkwJ-UT3VU+7EPp5-|*Is zWN%4MCu;#so7ZW_nR%fTVTs?dQ#j=*C~juEv+Yva#nPVKp#?pgOc6w(n;Ygy$O$xy z4b>&jU0%o@C}RE>d!>zpzbxB{Ltu-ubb>m$kpmCNu!<6ab_nZIvqOf3YgQONaKUn7 zLO6Fvl)J%L0wr~(d%5bU_)^Rr^FxHR#7BXd531Mopi}LF?>*cISaWnxx9fHrIWb z?>Z(9N#m{DoGpC$70PGl4hY)1xPkvmM!vMd>&OcMVoI#CM^at%0dN5GTyw1~97AshAhdZ=?@>kE`@_M(;&Q&%w5=-`>ift! z7*VNgZR2xJSzyrY;aJ49svREX)@4G$gcM6T&y{2QUaKc;=3Zmjr34dFf%gI;;}EvX zQ96Q1SAVx{qFp?pWh=pQhONSZq~Y4e5)EGN98ISP^VD2l*2A=86Y^pW&Ly9rC60?9 zbEy(OXvPn*2i@O-_28 zqXkzjwLwmSdjvJDI{DC(0yrXYWw^S|gV>Pxi7@#h35|-6k~&P3|A}%S#cDTft@kO7 z|)W7Xytc>pd@jOZZLi^YS;29Ax0Re#fmKmi_HL$p;y1r-o)D-TaYjTHr#o zBD_LMjuV1zW4ZuRx7zvvBk4b2phZi5MFloJ?>#!mC1M-P4r&VUg(ff^bcX1ndgf#T zcznRm+A zlM4yVc!F=LUn0H)qL_jmP;V!e`gWLFk|V|+8^);nqFv$i*fxUnZZVv?E6^8|)aNd% ztPzVCI}(K>iW_f{&JGbS19;}PWG!fZ%96thJq(mkNVBB1s2T&9#6o-8E?w+1(7-O!+(A;*6qB+D6jtiVjJ%m|X#;tO&T^%ZL}Fp{VFo=_ZQ zV$hiFP#N#M&O%JsD`f;>6$SE$_rmjh2|db+X%u#2E5b-5E{R1{qdH#$tBe9`KA{QD zNR21a?`;ZedwVig>1bx)r96R_cXZVV+d7$LuSmXHf*mN;1}dWdR^KM!?g z7W3!M`M2$?#DcT(#N6JSVeJ>c1XV0f8vXM{-hJWC1;2kuxlzTlFp#@kwzn~3N7GCp z{7lsXOrNNCGH}s83^fpKPn$$<4LBn4K3{eqSD=7-XMM zw7J<2Jr5!N0^t@zpry=I-f2zc_?Sq8C94n_+Qo+A|0TY zp&P#Q4TVTx{{w2I?vfobtHd6MxhPD-#uQo0h~tLLu6-YJE60~nzfvO?XY0gU-!HR7 zj^cO@9J6n&Zumk^-P=fPr%o{^R^VkeX3cRW5*=Igs5YJi zkVG#HMY?oESvAC3VlVu`fD-Bd}!QT*Ai?u$5FF)#%_1a`Jm-o(tG zI#0E%O%f0UQ|%UOHK=Wo1q+*5LS02BVsA1Mz){}3a_}u@Hivk11bPRsky6}_DeGpq z>ny4v%9S0KjUdPXF7y}(UZTi#n1f?I!xV-m{1(u-r4FF-Ro#J1=81JPN6C-*8bExm zRzzgWMaGp9mc9??e9lMH9_>!)p(n!v7m%cv`mVzg_;v-9 z>w0@6>l0Lvk|HUH&)ACRAEfy@pSt;Va7f(=89MM+$NBw^hwV!FJog7gH{@eY33E|y_!kI83B?!YHffB6kJLtU{)s&z^lm%08cdZ zfIs<&qtaqI2f(7)h2j7tZrTC?_wXNW?po}_2*G}AkL1iv)yJK!m(a9n+ke>=xuaLLK%xM(osZW9-8Zl!DZ zw&%rt50s#FVkgjhFH28@dx-zl+^!T4bRX_aS6JWWM-lV&Wm& zsM5g;E*27>Mh{n*Cimpl6b4&5Nrjd7x60W zkl{!#xuC_|=U1IgLRV!ranv3@K{g?Cx@`2geL#zn_y+9dpK)ST<%gFWbD@WK>=b;< zWkz@EoDgq&ficFV*>6&#T{xx4B&O@cZIk5|nRzp43R06uJE=UZ&XHUgbT9lfB@76Y z%~XhX;ioGM50j<`7lze2qE`u@YM53%x2oHQ?HBuxW54!^CTO@dWN=URKMuH$H{r~# zGO$nfnbDh8aUR_&&YrYb8uXd|c|bqi0&R<+!CvTp9TE?07cC?=;Um^tD^ySa^9QgZb;^O{E z;~AeE<~C~JP8_y<-(6dF|4!#~xPSMG-F20G+lc&@%>-}Fxvisa4nvL8+}M*Ra^s~X z@3YEflvfXK^%~+}y8zs%du235l7w%|1-uOGt-6kv)7#i6i6QJaOVJJyI~n#WOjmbI zBVTp16rR`PPANGcZTHZA?M~mZko*#~X|NXoy4=%YfUCp=Zz6^s_4C;1@}OCO~MIF8nxy%P$zfkRll%6bl1NA?QdO|J97va zF0kej7_Q}U4yJjOy+ZKD^>n#WL}!(ochZV(^6l~wr*gjcJ*UA_ZciT^KCZY+1Itu$Z1<%dE<*0O5#L5}o z7JQWT(NKo2Mr`GVSyC=*S`$eKQUr0KKDVqOEW{%QTElOn+4|})u4n zkxJ1Pt|7AfK@)}sIJgsbK80<<+n2_-7+h8hu{qTNXt*sVh1a6NM;z z(2fghBg1~$=zzYq(IJ$PUmGFURCA29@nVn!AqEQMfhRy+NHE?(z<1uf@9|RA8~Ec} zligt#nsVsQ?}$c#tq_hV{btqKR*ryU&o5uDcLhcoutPKCdY82DryXtR395FH<|<)7Bh7Id z+C6@uYNG=Mxf!0d20d3&M`MsAl!aS3HZKMKbGec;&9-GK4mJ4amZ5c7RaShwOJG5D ztv(j8wkD{qS8RcxMFYNeYQiz0fQM#=DFRt#n{HW^amo&J&By9cZMwg$KV)nQV3L6{ z7KdPB+=?@hx4-w>RMVx(HAAm&`q(!UN=~k@v)k@9)Wd#&sUt`~z?p1r-NB8+ zVyN@U8^nkW@#!u;1k=!ngIy6r>q|7XG zdpPAAzB_n^1g{QhGD^+;*MZG2+8gQ9Eg6F)Goe#qf$7zgv#Kg$jX7Tms9D0N*F{9@ zfAqXZxM4?##WsU880^Vp|4yg<2eCcI9YVuCNS9;(Je(G4OFKej061huWtpe9Vl z%KB_qwRn%f7HDenv@(Y#`CHD5vlw%kTGDVO$ee|chMYM*MpJIx2m-y^_Ci^}YT-1>m#oz{Nh=+PK;OZB)zdmE|1? zjtztVm-~MV`19?}1o&u^TE+jO|No%k$6G5JV?RwWiRoH22nd_XZr3=HDQfAs3wLH# zfrQJCkPE0o=_*VD*ok-p_?3kMuuElu(PC?d_jz}(c4wy-BEgoVYY*XKPpzLYTugGS z=h@e5bcA3r^&?0|(OWUn1~=0dC*gb(L%>9{$@$btZpbX8SiK=GC;OXvTgEi9SOQqT z(q1uXQ`;ogW5%Q+Ld1H5-QDiW`P4&m*q>?eR9qpj^}URJf_r>SEG02ZS4_Bmxg~pt zp_X6Ooa=1ZN*h_%@tp^4pf1W?8LQPrv||r5$($$;8qF1NNG115?S54yd@I(BTorzY zSS`@KI6x~)o-To4r-9r#o{B4(+hbwO3|(yO zh4`?B+sQX8g&!%8$yw9`5X$&l%8?#b9u#lM)E?o=%-Sy7yMu9A+tHpsDk(C$cYI3s z%%C!rhkZ0W(s4Sa(WOp8A+-`=QUS?OuX4;ly=+IV9OO|Eoyf7;o0YhF;o8G<%t%3+ zitH7CPEKlCA0J}I>Xn0Rgx;WgFjbEZysF7Z&7FqjQnTI`%|eb~L0|wUYS^<0+=tw&2kniH;O4sU77;}lM0xYi`xPg|pdhw@&*$yL5rhdO1#VXsO=Ou$&YZ9tI_c&{%dNEMGnYVhmHo;QdHYYG;K z@mYf?VuNRSPL7h8=R1~U!Yfpk+L+ZU8MM>xKavxXV#M+e*B>cpzI6~$weosaN7d{` zT-kC?FMaZWB+&AADrLKtO2pO@9s0^zBI$L(h3-XYm-x(j@JwVP^A^cg zOW0917H_6tov8h#LS?!(qdsZeV6d9LeYl}Fen;f?evo7D25}`t;Ah;K6gA>^z?Zq{ zA1GK9Zmv^gvA699Zg(LRdC9(>v&@z~bgCA%e9|CDRbjk1>0AqL7f^ZJ9P?;N!seVz z>7YZ|vazuAzpU$jnp!QCCPuuIk-zZ5l0`f{hmZ*O{Vq&=s&>;wo+t_Y48JkHQg?;0 z$e1}iC^Tse?hE+;h@%LHlu|BV?_}i9R;I{#J}yVT)#7^z^iD?pz$);9**O|-Gb~E< z+mP0XLPEykok)#Z>4Rvuq4REtR+i;DuQ=%_Jf;dLg81_aEgHe6hk%QTDT6V!FW*x|L?UB^%hg%__h{t7Z3vfnX zhJpVG^N>sC)-sC1b~-}|46Xa=vbl^sK{;&IZo4FA$TWAI3s+unQyTlP2MecerM+@X zhMJdaXSl5<9IL-n1hjC<)AHVqCq@IAs}j_wbd3_5ce9WPRp4@z5ddRiz3#Vfv@jHASBbm zw@0}N3!v>RcJlrG51@I9*lPy9 zcKTlc#v)B#OT6os`o9d=kCky)y*&B<3;nMF>d6L_4~BiI|LcIc)PUJZkxA7pxN+_` z`oD$hMS?)~Ek1~8fPb<7mjL+bMms6imRi_=|4RRN0o>$R@E{r3@Adxyz#5sudI2oj zO9uZBuYH&a{XbX|VdM0)6iYFOc|;1xv}kWJd~@f4$jS_{~R(p9(yuw~*1 zkT&^RmV;j-XAxezz90(MSqn_c_~?_%qHKMI5IgI>HM24H4t$cxP$h)h`eSWhSIYzR zE0+5aD+hB7&GBgDV0s^OAVy5SHW}aNGmC?9CVa0UAJK^5NN(h)?78nLrc!J*RQDl_ z-#Hjbo+Rc$cxg1-nH)`#6v0)OO3a)me^lai^>m(%SL3}LD*Er1Oy=jEBU%{D)h;dtB^6wS08sz?6y5E?z4 z4);dK)*Ja7RxTbIpFt_@i)3h7{_P<&EJ=VV|f#_|F!(bndw|k>q`x`(~ffmPM6y|Jcm|04r80nD=2Uu`Y+q)B)$^+6o6bC^d zMuveU^cb)-w+Nd^Hjy<9LKQ|Z3To4ss@2UVE0JiF=x|qNqr3;|wk0%MdF*O?wRDxd zfx0+W0b=kk5URVgNGZjZJZI({js=2oTqltb<%)U>oAr(9t8xg z1#d!_mHcZTN!R&XWI$3`EtJmip7^F$m3Xi)=)09Fn~-hhU0$uK@IY$HUmKk>NdQZg z;QkFx&2OKIXsH<}&KbUtVy&m-vYL^bsLh5q%m^Nr>+mo;69zD8axxjI{?HF|2w})@ zWdi@bywRB++=7-J-g2VIU`^ zm-Ih1=ZO9-i8Pe=;_2|i0^`J!y@)w-gtF0<5w4!xOXLw`PRb=pvvLT?jsi6mh8J?;{Qqmeh z8i_HERT7lCz%?;nF62*@7O)O?q1m=ZPPw5Uu!;_D4Z9Fs*YngUd!MKa{Rhf48qH#I zB6h%a6WS8}%Nq5sHts+NRK}>7WLOP~K3`x~kT6XAtvyz#w4Nk7w?;Amn61ei;jCox zBGu@kbW#_Il+6`;1TwcAEk}G^J%(Yq;FQ!8MN%~q& zL4q^lAoSphAK~Gg&*y;hv@A&mLtD*7ho-?g9L&;w^7?2WZ>0Tc*h?<%$xnM9`Ihe? ze=7UO+TQW(nT5MYDp=bGQG3f)$)1HtB1=^O>lJz`!pO-~oFoKLjbJB7tM5tD<+Ku8 zZ)bQgpH4E*^JXL7G|4Opz@9#){J{a(H2BylbZ(Mf{ARl zF8ADz5p*VV`M|rOwr@?5K`pF`!|Ar5gOi9l0j>)cm3{@&>+ZP`hhP?5Rj&fEFwDU% zx_9n(b+WYx{wm9@3bw(|1x^!jkN7m zuKygWuF_`Mv|7bW{pVL~Gi^w%>gVJ<=$BU@chP3kkbSBDebCWe0hwqTt2OTLqt@E; zS~1rP;nx>W)N)vk`hOXfKC`5fC+n~F{~6SHdT|XS=}=(L&sNv5*7v{8bT4ukv`YVR z4zfCP0sO$j3LGbt$El0oBX)5-@)%MP8K_Q#>qzyIhX zkMIoSHGbAL0r7--j4%`D7wm9d`6|s`nK!4UZ4uus@jNkgJL+ zp#fy~_*|k`d@M!|GI&q$uH_;OSw)0Apo=s3V~+8sD}vKNR*H8ik8D~$)_)Il$78A2 z_FV%9-sAdU1s|421%DBCkkDmcpX`6sv_n<}QX87XpQ#f5;hS74tX=>itczZ?JDQKi z5Yi{#S3Mbp+C%Obumw?AGagSK?gnwhY1H9(G9Qm_%J=cSSBV&U)jy{-XkQ zc%O&@mL%G!zQ2#DVMHY1-ROJ=R0jb>T}I~4{0S)befm}lUUE6u-MoYy{%k%x+=S&c zAM9^#eQu-kIl7UAzD*t!m3Gh!?ma#8Leiwsc&I>~!7&c~1YWKS+n?@U2uxWtGC6<+ zK*0&;W|qra96$g`ei@;214M3+K($roqn$f)OHX}6j9)^t;lL~HkM>6J(Mu6_NMmfG zj&72Zv+luka&N}YB5lK1{s1VS@!CZ1ZI{6vSoJgtb08S$*=qpK@v{ehqZb~MBam;- zKsHa|5-Sqn)Cz20AE%*HEH7huh{lx1t>>L*{nIhIw@9#|eV^%`E**Kv{n?eGQJDa>9CjKau!}&m*;YhcG$+#|WMWGq!Oo@Gx zuXr3@tK|P}9)kMvf=c@IJe@mAB5wNR?K=-vz$WtE8y?Rw4Z2%v^Yd%xWdzP{tgSik zd6OL7`xl9IepUo4^gjGXXM)eOTy%pl=fji+K-3C=_75Q*v(2>&7jRy)v$=M2d^B7$ zh6^-ge*3-%PHn_zgS~WM$Me$1-GHJijN79D4SJ21u!tz_&Y5f5+xJ z0!;92Fh+(d!F?Nx$#^)!3>Dn7i$UTg8gYnpLc7}rv#k&&p5t3|$p~p<0qZtUi5GSg zhmJRIPL8+dlkLI5&h5!`vkTFT&rM+hb4Jv|1QJtA9j!|W#2ju|@fP5*x=Z+f@u>*2 z2RnBHx5=bAo_0h~?BG70QbQM{^IW)kNE3DslnXV-yl|IF5-SZ^-d|6rEKpFcIL2RWXQMX{wRr!SC>%5=$A+D40H>rjDf7B z%__|m)u7#~1*@9fRt1 zULVe|$Ja+f=M(I!4)krf)EcR0FzP^;=)(!(RbXArM!R^C6Y*`baAN|>{0R*;!%}gl z5u-&K>uCt($i)G1MN3uU8lhk?vQh3sYN(RdV4T{d4-q@s;`U^3n`G)SEdO!}Ur%AF zC5lQn?<3rt@9we94gR^X7SV2_jyCB|d^f-?O2BMkb%ANrU!`X1nT*BqRvc{&V3VeA zLSGN2*9(~{{%w^p=HEexG9Pp!DV@O-Dc+vro3DI-R)T*!5H0D7Kq-d?>Tb5j>ed6v(BXmSGJ&RNo=r&b#kQ7o;w=zT^-}b@jNX_V-GCr z$o5Eu9hJ&ZVNM!oUaY;{?8xuDNU29f{UgOqaOmAc*G&~P3X0t(7v>cmD@6TRUAx zuSDgJqlw}s#E`<>c@9^@c}rWEN`EUHGJY`dDYBX^)y=Dj)%AwZ{0YXi!svX(wz7zl z)>6z*^Y0ZMR8%1-ph`QQDQyssZyEIgjd5B!sv<+{I*ECJ3%`}Ru#3lbJk3yoU?fAC zLZ;#-zsQf#F{D8SqS@%`gUPnFK?qV8NKZVR#Ly&>U-=VpSB9144|QmXQ2joYo}6TG ziRh#Q%sNX3nIM&cj`C$X1iy0iBlB#9B^krF*}3SR`xfp_jt=G!QbYrIY9sB(zib1}%<9 z1g>6L2X)q5)orxJT7bRM>kNBHRg4vUgwVbjjp)FK8P@j!4p{K+Exa7GrKd0j24UWw z#?nZv0A=m{B3Rk2<+eh^R|rJaTu>Gpm)ea69Z@d*T+ehAXOT3<mcBnFFPc11|j| zmw&Cf(3CjCx`qM=U5EFb4<3^QB~F>9wScvH(uE{=oQT?DUW?yFIp72f-7c3>lko*B zX;@*55nDSqnrBdKB>X5`SmH?P)*gbOkDb>ofVM9tfhkrsazE7M@4TTwT+R}qX=Nom z7#gTjkW_363BRgCnA>K;c&A0DgAwNM%f~yzLtYB(u6-L$G>Q5W3vFI`KJ2~zY-xhT9pMc*tEkcplaKOpRQF#gIX>w$%}NP zE-$xG2qFS$6wWyGU=XlC5y^q(;wnk`AWy~A`22*CVKRn+k)$GxH@A+@9CyMmXoko# zj3b?2;}gt}ZV^uYVv~L&4G*VRNYDPWIH5?RlG@RfQHf}oOJnT>=EtUn%wW(r4>z7Eqn z3YO_X&xQ92?KW#9CuvnL>Qy9#E}Ydl8Fh7?@<0=H-qe|$qT|!t_*m3kcgH-*wOK5& z2?KvBM@eoHsgiVTdT(r^`>y53#}J@m5^4`_R+y%{9?c34!z$rE4_zfo?s;+Rh^{MX zo7DRUvPllrC6C_w;XnK-1jgd?oqNrgI#Prx>u%e7({RkAGvI?1 zTLDesR9OMWyxVFq_@~-WgP_U^3KC`oo^3ye0;P7c1+2iJp4VJYRdfql1N&V2^Fa1Q z0W9W=;>*uhI^2tVJ=$&owpk5Z%iWXhMU#i}`Xx&4j$_7wQ{&GxSV z_UTH>j6GivkT1j$P+($_L)Y6|!1!V}lW<{XrOsXk`piWJ-zkY2N5zr%^q+CMg#tELcec; zu}nuCV9K<8DY62#g186x`oR>L3#eM2;@$pT51_*cq*1kxfB=fzpAF@7&wlU~yqrmN znU%GS@SLns`k=06DvSdNAT#E&;^3SOUD4Qs&#pjSn$z*D-e|zfgP1G;`}A_bz+&s8 zY#+#u0hUU*iY8YQRqEI2L1UQ^_4L{5sHgRvG42jVu+!f>RvGN%0-N%~B;lYqZsmC6 zsy{ka6aU0&%3v`%YO6blzO{4kEFqSC+UW&Zx`pK5hNl@&VZmcs73bD-3m%#vS6dreWq6|Q(zaCbHQ z6e0B+Yfp($ZOMYm8C(=c+Ofc@#O_PQ@=^UXz?Rle6$E>h7KN1rLcEeu zDy}UTWY=HREeuE{)uDMjlr;esf2jIX_LJC(ebu747O5+VY{ZevD}(kR14oL~y5V+h zIdy<^SazZJxy#GAq}=tJfNUTDxyQU!7F!mD$Bi7kO}9!*sjbe~+}j%IvedXXns#%7 z2_pfJs}P3ndS^W8Nm8FOWbv}^N(k8+mitV_!B~co81*u#a>EK9`;lIE=d%-i3NVUt zfa4GLt77BGA-V@4vK)Fc3(adtlPLqKGFJzYt@3UqFU&(tsau2e#lfvLO!{2RmLxuQ-k60(3QKxbPhJk7+3G|%-}q?Ppe&^Ds2EoOX^BT1{P|N zs6siqd*FIBdY2)Qd39w}u~M*t#DS?eH-?0>un^UNz|lFrQw_(~n(tA#-o*q!YrS~9 zlHFPJ$+LMZ31{eUwnVo$X6MtP9s+Tvzq{30U7t=AXZ)EIztk05N9mvh_`EDMo5I~K z+GKdZ0jI5W;tzETZWZ?MB?TJUk)(x8K!3^`BI1;nza<2)#q)7dR942%+sT7~<@vfvWsLLcnWlex*Y8FY1 zl<|itI-v_G;h+L?9hU*K0EHm5hToCE6N)mHcfnVL=7*=^BL66$n`93eDN*y1)=K&)6%0cs+1-)}Ps-$-Thl$bt}^hu;TdA|{ zOQ>U3Q-b_ifp)ut0`oJP5(=omTCw$ZAH|-pFJ`R$JmJLSHVc;P_IgzDj3j+lhoBVD zv)N}R0>=wc&j$9q2Jrsf2%tK#!>a=b`_^wy_i-xB@H$9d3V0oUzuN0il{G^=5e#Mz zK7$MR?mY^1{)v?K!b3ZQDCTB!&lV(~nijx>rok;n7JoD5bOU-bto_cLzpqKE%!=8= znH=avUAV}h6aG3S3TdOW$9Xk8J$=$YwSuQ#dC5QJ85SUTRi16(q5=GPMSdU!>r|E` z`fl7^$K@e-`&tCmIh@AoDaFb1d}v4)U&&zuU9Y~BgBxY9y?WZ$OhkboZHQ8oYF&Kk zrQ(ZF^U0I16<>wgUwY}4QZb|8W>B4HENg{AqGrRB|j z#Z9zoNnl9RWQq{yCeGFDtnLB+fGFz;J2(z@du7}B0%$CXcLsZ;7hzyjGcO1>P*qmL z_xm+B;K*sc!_g-(JFQ47viTzEk&P)@Kd!5VPGryCK4^6X_PYAen1@$Saa|u;G9PVtBGa@S{s+lM`<^LE(rxz=TRwod;<@OYZP zeHlw)s)l$XsbXu0y+BhyFEYZxAzUee-|&%7x+AQUgXhN_1WUMLvvTpQ-uXaa$rn$j z`@YBz?8A$TcWEA*DBg(B785QuD+ieD?G}#k&+!r5rEt%xFEnH)BCDc@(HsbOonMds z97fzL$|Z+DE+TTlc1Wt&+yH+O5zGw`99X5(BMmE(zrp)-3bq=`WvxnnlCqCP%G=>P z;xlR5*i{d~N6({|S^2%2pMB?%N7|1{+}PuJh4*eg$#-99U&EsF$+^H!NA+0Lz zzZLe(xbfij1jO@}Ib*Bbu+Xe^J6}J}`({TgcN)0OfoV&38te?$@LIOBWjksnTC$@N zOUyg(IXdJ4Hs;doBE6frR*Rco!C9GgWt@}U4lkx5$UQc{;((A=aIWLr>6`RkY|==5 zoO&ZU)Nd5zKv5EEf#pVxBc9NiL;o^vS72r$*&xO>WEoyG{;>XhRzSleF!+PDeesZ6 zD+#qeU7U}cz471vR7@2H*nhqRmIC1v@a1~`ht#<{e0ln zP03yE!B$SR!bZy6s3CVXeB`@(bfFJ+!=sc9yS2+~ej%H6Fbipf7jHLl^jF{5djWB3 zjW@c38#rDXs1wJ&zoB>5BG2h&su+I4+L7NqeiG-=MwMmbq3RZ zXM`t+ffx;U8nd{}Q<1V1DI(^a28>uY4;bFWpUhoxXRC)SRXoFrltb~3Vx)AoJBsi0 z`u)aQw}D8@5fXIbzPQGj&MR6g(vWR;Q}qZ!OFk4gS{D?Z|2>A z@?B0*OCAkEh%N~Pwu+6Aduh-L075v{x+6BBn()}`SY#u`7jkwGeJZudfr5Dwp+J(g zBQ$h<)CC9i@*Q@b^$TwjIAiPnotWM~UNF#TYNyyBOCvJP`(7e+HD4jDrR4$*`=uiR z66uDER|UJZNSYsI`d3lH)SH`oF(wJi@*pfNxOBKRLJwP_SY#wG&PO5oDRxd+tA`3} zcR0w;V5ZTu^;;)MyymE$mp~hd1!0x>kyL?$D4}WiSA#DS)vQDz^;SrMYVzE_u+ z*jtE1|dL0+$en-tplmH1rAfpqDyZtMpp#*z_`g1ui21p)||;1|bE~%TA!&y(8#NL&5Qi z%(R`IwT({W?wP{O!s{wrPq?*{vX1XcA!f$mu)HMabwr_}Z_mlX6}d;|P#2Bv@Ebla z@qO82X~K8Py>g&2gFN08c9l;EG<@4q7o?wuJBSfQV9$Lud&YHtQ6uEnqpmp_KAy>4Jo+sxSBIhi4^IuH{?J<%_6#tv*5gnMP3K<-irhyo zgCpEW?g98+wtAd|i&`%1WmAbd7+sm5XWJ5S9e8bcoQl>rN$yAPx?HI`icM zFBZTY?IQ@hzvT+9m7xD8qB5^e=Weoe&M5lyz$56~mBlJNvIvM2>bUMmGH>tq`n{dz z3aka(Y8dOXcXz|P($IFWa-9iU?G7|C53&2n1(e=99hTp zQHrjB-%7p0bE*A=;)gZjE(#u~ArlHIF%`z#AmN^lCf9Id9Ow#f`M2yA;8P(nFP9h7 z8(!>m3Yiv)H&)_##2BUO-gX|8}BZw~?XToo9ZWKkfa_V)nw zsR}3y2>BQRWK*OPi2EWHgwc$lQoU4n(H%1G z;s(inpY0h3;%C>pT&(xCMMRbjTaD9N`{~6+)P8#LOH%tQtpnU_Te$u+*wB)(Aso77 zR)(;}64(`v{oZKtn<*dY%o#mdpJ5^B+KLD|^;1+QSMao`_hLSdyXImVyP{-}6+l!X zy$^yeYA1P(SPIp&@|c9sy#&oF`rawmI1Rxs1e|FmN@u*Ji1-5HoR{=!s4eIu+%FQV zv~yp@D%HzGQ_2}Rt8XJy$!w(H5O(#GLh%SCO#GW_BDUZhwqyx~z^}T~^10FiMe#6sZ~@a# zn2w*TsV8$Ef_4hW+HC;hPa3PTTWdYZeY*E6Qv)=JZB~Zqt0lAdCU5Sd;jlXFZ^&tL z9j9W)rs;vQ1@2@y7Y4(@Dzbr0M4FM=}lh?EuvPZqG{ayAf$YY0UejR|ue1Q8094nkbTic{*i zCmcq68kSYURx>w3aW7*l88+Lfi_P(|Hx9YwFPWyO-Q$?&tYfVcb<9jbZw-=`C5tsD zP|avp1pF7vjW8+e$d5UJ5;|)Oz;(6owATyKT(Q8YC)%HcW&czLVs?l@XiC&)Gl*n) z7?7qx&C%p%%Aaq4p;Xc8s!Y9x<7oSffOyPTWFc3dkT(hYwdGE=Z#HHCj*oiEr%+w~vWgvIq~&0|&;;>?n8ErzI&TItUP~35O<$1RGuU4JE&>yKJD4|a8|@OQ+8H$T%3`c3^bXAuZwgUij7m$E8rEK(WQgtV zXt>@TW2`Z%rfBrq8o(Ffqq&6@qV>tO*hVhwXy66W0w1fB#t}G#E&39Lvm%jkgs*mX z2P~v2wUY3Gn8M&VI8Av$+S&cRV&LP05cUwbB&~NwKFMJ=4h&GuI#mpTJFo65;H^Qp+*Xm{lNIKJpbj7cGq zB?7^5!Z5Rfx49ddMsEY#5o8!YM!LN#2Gz6e5mhRqYuPgmU2(_fo+?}JN~fBgp{wN3 zn5gT5h{R}QiiZw|@Jg>q?T*apz>e(??{r6S>(Fi1->hNHRn6j-wSu;V6mG0>2Qe_L z^7w$~Q)sh@B%FHb(0g68K^)`nFt>QAhTqXOW4a3m$o)1$3cp{?z|FL-9U>%~x=CU= zNUKhrnp6l6!NTC4b3QpAA}fN$&gPz{jRkHg%hoSO=hDfVe!pTH{rOm)(nOJwa=9}h z%6<~e@X)aF#(MNSf!jlw2%N16ij{Qnne8b2O}T=>0m0N0d!o0ha$VO&!0?2 z>J<%Sdv8Mv_Ky(=k~2U5BI5*Jd~c%!GI@@Jo&hW9^jV?|1G+aJA|Jie#?)g)0gV!x z0$WNj>>Pd!1p9uoH5$!?*3Rbs(efAxGEP^-Uxc}csZF5m&^9`d!UG8a_YY282MD8O z#x2Q?ia-u0`6fpt0xE+a;artCneA=a!@wU{Zm_yg```vcpvI<%Rx> z(oF0I`jdB{xxHrD*6?f(0m#+Ga)7 zslnAc)@_2Pu7n5Ok#nz0l+ef9U!_CbL--(~OYJLoogoNEWh{W`YWr6K@w7(}?J5IV zk))~_NVHiDWWC)3mQQ&sW)2v@wq#iS84o~BVQ&ZR-z<{Jx73dY@!j_C6)T8-dtt;6 z<$9`&g1Ctx0Dsv27r^jwM}b91{WM>QV?TSj^@A$5;%Qb#XeFLka~Ur(&L!sJO_?7> zJdq7WJgEn^elXqFV-KhPrz@QL=Pq~Q#e+Zpg-=xG>9K?1@bPU02R_v322LL1EcR%y z5gyX%IvEc8*q6tVUu3Euj{LcCb!`=onJ+Ywlh#A;CTXuaWsXn}+JiWlJn0P9yFAFZ zXA>vpsXQGN^^}`bRnbIZTchsA6c_@@t-{mmHJAd5Ufb+SF)7gE5vu(f)r{QozsNy~jF2D1~qaMBk z7Z!bko72H$sJk5DEQYwQah*6IR?w9#b}T~>ta0*U9?2Z9yLmJ=e>-IBxG|a{T$EGh z@kIf=TVj)93I%!`)jQaV?QPb}f)?j?+-N3cgI9BH~_^HE61vIyomwLs_Cqhi^cLg3R?up7xWA zS0RR@4Qwn)!{802glZF9yCU}^VwMvwI+FM-e24~gvUSKc8=ms7lu}{SZdgezE9}ja zdVwM3k%o!@UPTuNmpN;Di06>v$$|-lV9c@1m!-Lh$Kf^qS_=S{ksm;gLa4_>a+Uv! z#KD(?Et&xccZ_`J4~vo!u!O&5PJnsxQ2ART!M)2Nv8C?<(TN{z6=*j23x;*m&^Oh!TKF;wn;WObun`lB7LyrQze16OIB5oO>~uCSzSC3reaV*zv$FW90AlJS|k z3Cdj}Rzc#JsTQ%{K5p#1^G6$^ey|5H#0~b;TWp<yTBv(wER zS3pfJ7MG4F4akQQLo`%tv91}ee_6C<0S2jk;8ifl3JbE}*K`r(saObUlQMALCE2cn z@mU)Z463K$3UBA6nVz}?bm?J>@!XaIow6-@g>!uJc;Hw7r7xA4hh56J*)SIPw{IUP@ui_2&k4&3miDX+X$uL%_naB^=&Px2%h<=7eBM5pJ?*XtUvvR?awbGE#^ zet=rbl}b^!aTizRh!B$VJs%C0k%g0eto=9^l^-!_v4>B#FXQ3!rNI#;*WkY1z6!W! z%W$@Wmx#A(viN?o1Y}WZSNK{MuN5FzGuC3qyGS;^r-pGkIb*Guj`O&oK5ktYOh&`q zJuD^v7p~}_XX9L}@ijf{a$})!wbl4V{(uh-zE0Taczd?h_|@)~oP@E`$Mx6_-_sG+ z{noIzVPRTgR5Q}VU}W9ha7S_&H!>P_kiv>%0RNBo_g%V%h=k$I?)n5%?s&qpJC9!L zu5S%^TIZqx@)Qu)SV|+ZbjVqrS5NDinwRxV4K9(unVOehLVk>2oDOip=j6#52WvjS zi{~-J;l9#^FG9CnCR;Gtwh$R@YQf}w#eAq#C=yWtvu3;Tt%dbE?=|_p;(oXMiXd^TbovpA6sWyQdi#~TcNMj7jtAMLc+>EkH)4J47{Q3 z(O+n+@lRj_B91u{As3kZ12X(OG)rD5`OQGX_NZS{vN?f#Uoy+TeP zGRTk}Lw+@Q9Qwl>O??85$}d1%c!i^?;FfkMLMuXS*H;nRZ9Wr9y{|VPUS0~U0w`OKSX0=hW?gdYHp`4tSWf$E&^05^@&*T0=Sj44 zb~a->^L!uEA11-qrkxRX->s<6eHnH_4zoTeQ&6)&Fu(^`Aw+gXlZPJ9)HhTuS~)j0 zHD=x&c~8$mx9JMOTmN-1eie~mP; zFiZGKWzv9ljq=E1{H%!*%RsphDip^IQ&d$fd_O!tWEK%t)7Y2kAa`x?0P8lv7XR_B zzK)(+gVOWQtn*4diwG*ecnma(0+6Xh@=RBRkEVI;-pzR?(tf=C1eSIBT;?%*{>k>I z@chHD|Lnmt?dS2}BVAiMY3a|kkKo}G1^dfN{H)~E{#evJ_ISSiCdz!KtP$OcQ%Jkk z{ssV_s{phmr$BvE_G&*_hPrq2fBqR7cs1UFSp|c|WPJsADGb10*9!cKT)_8I{&s6MvUOaahtJS~!lqH`)Hse;~jow1zSFuiw>sBsB zm$6ReD}-esN5t6%3fdwRH*0i9h}VL%rnjE0IpM1B;(QTTqLR77EmURwc@9}trjr&U zbGEP&Mu>JuAMrBMMKF!SBE=Y4Bu<}v`4kg5oO}gq(evGPS#`eFYMg)b(ivS6e4fpVovAwg#;}b@hSU(-mH=1{cdu#?G#bBf{ng{0g0Z zi1RWhv@R*4`9^?b%VI{wHG-ve0k0NJyE%qP{=C>|0s|C1f|g|KSyWe0TX31%0#A9p zUa{?r+oRy-?Di)e_QVp?CI)vQHYjk32KSW18D;JXsCInsx2Y2~bZAy?T*Q6qqm65w zHEua!R}m2kliuK+eK083472PHXOPj*lFLKC}I{M52(Dy!2d>%A*+@;)Tjz zPrd8*uM0pCFK52{+1EbWI2(2hJI3;^as1YlJ&~H^_Q#PDp5kRaAPpk{gss>g=b+)M znVa&I;?>lT+Kq+&igLor_!0Pu8u^a3%6oQs@>!=rOCWw+&DkCnI=i6i1Rc`Thqk0; zonk5y zh?|RL%*T$Mnx8**OqB){Mh>Did6;CnvKiSpaz8Q|IvRYONwyP~g9HL}8kf2MFUl6% z{}|8sZ@05Cdgo6N8?cMZrm@G!$GdPrgRz}yQ7xzXyrfenu@(FrXb?gQYq#Oy?S@oh zXskdN5Syw5sV@%-4%Kxgk_#fref@U5O~?;%t6ufTc;znk=^abx!_^Qjz5szb3+gcT zgofFuS_lzkL$}^+dK0@NG0x4wkuII){z~fZ_9{sT|g*90L z7J9hdQOgF`6)I4NV99&j12x=-3<$4IU3m zp@tK)k6o!9dVqh+m0$!3vV#Ov6e=ho6GTbC2>vh}r?chpI&93?xbKQw1O&zjLeoeV}=jj1C`X=Ruv&bv`4-WENo~7{I(}M;~uG+xJRhBNj^`#Z#$c~gaaHi21z2}>{6li zg%tKmkqV!~%&V2>Xo=|XJA*T?4ta1&>$XnwOF_!}qla&Z*2F7NGVXK2ti4F0x_vG> zCrWV;PzZed8ap|SoYLI(Tw&-Jr=!PZmV3Gg<>#ZP+Q%>-Jy8I$3F+f}DHBo&0Fz1$ zUd}JIlL#i5s$fzL1;G^aTOZN=x3)x!>SGNF-P}aPCX+}(G2lK{xfe8CC5oFmhdfR= zLck%H+A-D>Zb_NSePpO?xLuTOxMiMH&XTpCvItN7k=?e}Ugc)nmtI;x4xHPv*S1)n zI{iJ1@Lb?^tuEafjvBlBU)_?m`oN^lddl2G&3hqYXJ@xJ!fCz!gU0NXNT`{+6z=-g)ZTZRy>jhp<-?J@yE zCUk~$xyS%|ya|sWK7^*`9&yGs0}*y>BW_X9i##_M3RRZ@u0olUS)rOzzK{;Ut&2L0jkRc>RicYFP&&EKpdO`uUgQ9}X^nlHi8k0?{QdM*Wf zA+E1x!cI6y`TI6m$DSe;2l%9r7)&hWnG0QUUm4Ycmsn&*PUa1MpJ)3+HaoQ%;nQf> z30|%D5L#Ae9o+Zqf8XsY_a>e+wXO4qUfD<1Kn?^6RS%=MgWIxFJ~HARC;}J3^EC2H zM#l3cEnPG-ey05-m&Ro{Z)kj~{W5@_ECHFR@i<@W!Id%yjE!3Cb>~wQ%RLwzpRHKY zE=y|4$#4Lh!sI9~og|WPvjqr}@8nYmR9@;Xf znBHWv;X*HNyCa=|zh^>hfqWjXnSIL3#lx$daS%|fIV=o-3O{^xhQGRntVGYqYTRWZ6c3dOifbDpSgIsH2c1p>pIks0XH!eQJhCcpjDv8ewJQ{!-DgPN3Lh=RAybbi@~0 zOVS|7SxP#-uWMtSWgYO9Q`6y03H~ecaR2O#@8=DUB1HuWPeYNzZ_>N5HCgR<_J&iQ zx{qQ<-Ppnb+B>V51y;w<1gpKB4$=+E_@y?0y1-Kuk>j$WSiAx?1%njnR4|>L!|N3e z2a3wJ+-M|onGAiR)bXK%QDK-mp$cZU#sgv64%Kj~+(MfW#LC<+s};?Xg*?KFbpkNO zxU*?rAY9J1r4J)#DV5phAX?Y-Td+0HjgSw^C3WV6MMc9remIhww#qaB3Wv-!ouPU+ zVte!aFp>pQ{8w6b@5JD3TejMs3_WqvP&C7iBI zN32+klV=)dC8k2}gJ5$qqQZo$_bM=5zm?uB7p!DLv0&a)XOOKae?qS;Zg7x`0boi; zV!9)(n04bZ-o06ch!PmnQP?f-y|d6jBAkVoY2oS=W=kk;CG!V-$$Pm_yeNiHfPp?e)v;*SLhK(r5$_7u7ZD5~jx+K{+a~%)Ci+VCq!|c! zRi1W_3jl;U3N%4Ln}bzIt}Jnsl=&vkBvE2RN&Hqhmu`nYH1xY>Yc?gAG#2R$8U}Tl zvM}ngLKTtj)(^%9&;U>q zFPgV=G+gVf!J)ykh^;H(*JSTJo{V~HP#EI;{C~|^nOH{k6>u|oKLcxWSVM&_bRFe&zSVN;A7xJzj=#K{Csh_C{#oWIDY0cR1qeg1+6 z)9R+EPXL1*TH#Bz`=E{hf%j=9D?m2Mro#=440oB)5j+7rJq$^{QH{T>QK)qj8tj z$EjBEarV~{n?E;d_$R&y#8c%Qjz5JGvw1||GNEg5e->KKM^#P#rD#b@A!NpPB7pAm z?GPsPc^F(}B1 zjc%*m9Syqu<(=VhvW1zt>Fd}+1t(iCLmB#~+fo9rj&w1=nfj`?J-mIy>0VY-x`2rU zC-HJ1b^%iBRZc?k!`(^*qm(xmosKQkg5pMkmK}5kh{sZuT?Mj=w~9cK^B z1%*92L{>=50!YHm83maiRLByiIg=-BhMTe{xuH{}Ovy4Qgj8xM(W*WKW4D7`(t3$A z?t1}2Naci%$ezI0<(>#l^KP~w=J1gkqL8j|$_)1qaAu7JxP}I@$qZ0keTSJ8#MD0Q z%aj12l516jU`ZJv07gD`8s(=@THq*Jk5rCGG6WPwMc*nuXv&$4HMm8Yu@IAZq~A%Q zJi9gR$X&n@H?>^sZ~^g(8ursrgDWRoyfV3>=OYf>BPN}kL*VKW_Q_%LDONxm-N6_e8P2WiwcXh< zZobCeK{ofzS(!OmFf#4(h*uc$c>1)9Dp9I?^y=m z;EED5{3Q}t0U?L5K8_w6IEVC!G=5!WmyC>PV?#U%K{do_CK@<}$%fR3=v%!JTNq-u z>lx{?Q3dESGjAhFi%(vVLAqec@VtEDPjO;$YT@ch`U{lQe5xu{46>b~Aa?d>XpHr) zQ%hOH$(7p+(5l%6G0M9!7YHuZtQUZBvRJu&ojPMfhfWeA2qX@+p&2%=!%vUi_vZcr zg|%yt6V!{l0+5!DQ<2nC8oA*GZUQooBE&2{#EE?Ts1)JIBv0L;WG&P})`ssc|3zSG z6ieZ5oO*BtBpb(RS6U`_4aFarZF5U1U@LbKba|yzvV=f8$&^O3^SsdPqXMp`Yv{^~ ztcQhm&;q>y-JmMbrGBz8iDWeDl+@qU1m^P+jVj6!IAiC;>u5r`Ly!#CV#QIJB38DU2MV>=H%7vE6yZgX`$Vv{U z*T90{ODGEyR2)v`d$DOOc8|a8EFD&ug7%_PF5CVYWwicX*YUOxt-NHYvzR0CcCH)C zDmAMnjjk|5Rw#Cdy@~+^V_M`R?;IeQj*vy7JHen$lAazXCCLEY5Wu@S+}tb}Ku(Ul zl%Ad5g*&7(+KbydGRPbQGvh-7%w0_|Qgz=Z4I?)pr?!N_6~R0WVb$Tr3Jo5N6d!3D zg;+Sri6WtA&kSh1Y`-WX9;=ZTgbi{yDD)C5S{aCuTJE83$MRS!YEeUx*My)c^S|(vUWA8_fSZ6c-T7fW-j(k z$Bhdszd}>sN8kV52G_e+aGOvX1VN@6*I?M~k1%$J7d;zDy5yFGz_(FPsYhXw$gsH0 z2{`o4IHY|c7bLiA6?|L80;OHm!G$-nG-na^XV{=4 zHhx086Hpkgpg%TX6+tZGL)UAcvvt1X3@Wp5n2=T~RZ(0uA7WHV?QVU!K84S}!?QPL zj_TaHzv!oe*;-T0q&g#KA>D?YR+|?w9Kg*h&0pbpifm{&C0sC9o#7t-!W6GjAd$F4j9HK-$K`g`Y z&4RYd2E*(crd^l*)+*p+ACW8JHV0A31h3B_CC)p%&j*LMv4sp8Vatdc55YeWs=>P? zEtL}Z_2#5Ar3~^a`o_2KHh!%kLiswf-y>hqcU*UR_XkAMqmI&(2_lW(Ffl}mlqJ>c z0J4yuDjB3w{XolLXkppwvcDh(^@{v#^rl93&Jf7@>Z+s?9h|A?ED;=rg_)?y7KIl_ zQv9>j{uPWpgtGJM5^jSoGW{^FRfe|E9^G(>g6# z*TKg6t;G2C(GZSI$Nhy{HT*wE$jFVg?&MAvXUoZ<&N@>P=97~nSyJ~CPP6YyBoW-J zkzwehg|D-lO5O5x_E1?R++vJW?DSbXvkaDjtr@Ed{o1H&42FC}T-eKu&A5RnT(kLw zPKo&Mr|)kS-QVv`$8S&j{k6{ecE8)h{=sMijT+s6|J1CLIw@#dvEy%OIV@a4K}3o@ zm`rG(ABFgQ`;F$6#;^Taqe3n?S}~4KH0q_}fyHA+D{K4uK8N{<_o@H8;q)=|PrtVf zx5?IUs2fN%3gAL0(Rc$&^Nm<$e>IHGQjM}bN-B$8;l_q@BbY=aP8)`F@W)4U> z18yvUW+~xFlBv#B+e)BywL9)kH*nCT$Ukfy(RGxn^J?LW6q0!-v3)-lYA7nU7rAn# z)x`?ZLMLqO;9;sX=(^YfQW1Zo)k9$cSlB_U<9;lkDkMX}{cX-q`O^}s-72$!uZS2L zAyPI zaqbw25*_0b9HYmp5803e1nQ#*WBl)qge(W`bMr@6Qo z(l!$)jP2;zt=n$XWq*}bbwVEMwnJH!BQ$NC}-Kjpb%{B&SdX?L$<7|F17e=cir~ zNceA**#EmMVG2#n!TJ>{p4HC!jEUe??7RQF`P1m;1_Fw z%eyI7@Vo7QjDkN`S1>rD)g5kS{-FKOQ08ar%4E)CEAr3Ve}W=M>WU;cox%T`_Fn?N zw$s9b-=P1h{oesy%PLzz8u0&U|22TWSWAjqb6SbNY5yOTSgb2iyI8T}|M&8TK7{gh z0lKYfV^<4b{_uw`e}biJySBp4v!YLY=?Z}OH_8Rz_!$5k?(g4ys-NdLN?!y%yT43Gup7o(8Xe`OX87I3vRge9h0 zQ2s7(9Qe~n<)uQLa$2K_4M1PzRy2oz@0&a=$a8tH9}x!>YM>P%1r#ev=@(zr$dt_Y zU{I;39)Cm80&7~!2x;gxu{p4GaslDSOTqeQv$UFc;LY|lrq0~+^_*qqF>y~Cd67O_ zEl*SXE0@Y_CqKa`R5ZLbDCc8BLufs2(>#6RrTJq`UZ#7zG3CV(v33HP!z~Jny7pgS2kSn-1RG2WGfAQ3d zfgw|8|w3G%6479OKaBCtOxsaD~ZD!O&Tv{8WQ+ zd$*L|aKO<0G7z@g6+LbMCIBy!c6v1FwI&c8$3gBVIn>ar==-{|MZgT|oZ=QVvjxCCCCG>a?4IT~Um?6B6 zZ(hAD@LE7pPAsphnTGNLOfx1JS#ApOLHzMo8Yksw0` zIyb}9K$g<-Tt?Ewoa^Wh_QILQC9F0lz0Ez=fa?fxbciLSgMcS|zr!qMIv6b@2|A84 zhrA&pNGyVmp-1ivM^Gj_dBihjinilu0aoFtbnKbN#cRt<)Yk3G!`xWc^FvfPoRp;z zIw?{e$gyNfC2WNTNsD<>a6ffbZWyURWJD8$fKJWeLS6|Oa{67sqG)tSXByuao=>?$ zpqm@x^(~wV$^j8Sluoij{ll4!Wr^x25iBrDaj*Qw9IZPm?J?tz$%XaL5QL zi<#w3-inMV+4fjtr83QYP!$l=v|tW;Xnj9@aOBc2Enm2Lt#Rp>uD$7pKZFRO7WkL) zB4c@>A$^O(Z&E{43(PQ*cQ8^5;Ru!u+y$S<(*3~BK?NdVrjAq8r>t6N2%qMw;D7n- z8{fFF%n{e+oxaVv!SK%9{K79(|8E{g_b6{}*5FBb4(5A5{EOp{$mcuvns0xyJRRHJ z&L3$%4O8X0y1Brho|B8ApDd|{ctP|9GimA(ZTFFkwDZGGUlI zW4YTIt#84Qxr#fNeG-5?c>t{)b_Ek7jkkKc9#Tel%r>|++{7*1&Y2O%OED#3NG<4r zqgspjtot*RX@Uyb2}mCUxVQKvm{#6HVhL3cLKRZ5@a!uyHO87?k#0;8?W3mHMsIz> z;JDuH-Uh;xniOW&6!!x%Eb1l*tVr)FRDtPzvmw462h7~gCT`~Nw+YQT%y{K~rM$#* zl1anA9lMuODPG3P-8-QU@07|!2K5sjM>X}GVB++rV=%{ZL*f`$U;?&rM>vm)Kizmx z$o2F-B12u_psU2D0OI%%dx=6Dvr6@JUEx+PU?$m`4b;oe~qsmit^ zh7L1QQ7}YCmwaPXY7qgTsjN0t>z0`5>d`)NZ59-$y#g(5gsR7{BmJlPBNmfG!qow6 z7c^?IBC%;ji-ZK%2A!Klgn>$QUhA8Z7p=STHKa#-llBMf4u5mulB++B&NPE&-#92U zKFVO-|E{h${4}=m zQKWM`%oduMh)+m%ILu@$B9VM+z(4L(moAAbYeB03i-lC^B*+~ewAd~ru)&y-nFY66 zV1D^UytoJ-`gjW_GjdPbTAKmk)!833{}OkV*aljmN(wFGZ-3`VOAULRfZ>weIUPw% zq=-M@X~&fyjClL@9C-!pt}L4)&+toGH%H##m$GnfimwQs&oE^_$T3AtrdcI12W$pP zDsb})#0EsjK#E;3m+TEBF_`=2*WSbc!8e8kf$7pX)ycC)M}RZIOaUDVW{6>s|O$hUUizwIqP?WCPh9RiH!iHg&Wl>#8`2-0Z*5h!-o_f^&co zP04dPZeWMw+1$d)+~TQMTR4x_TAT~2Bn@j83MaHMtmcH{6f{Rjnqv7D1>C#V?r^uM zrNZRm=Rqs5qIapQBNUEnz0Kt1li|=74|}a@8Whswp!H$X*GS;zd?<>hNWK+2L&wol zsD|-#u7Y{D=_G}jFFDkX5PcppNSEk}6q$;+zym3|YbXQYOyjMAR}q2@8bZo!?P^en zFgVKM%58~#lB0#LO)Fcw*Hbtd+pr}U$~(#gg~HU(MC!U&`Q}7LI!tv*;dM1Kkxq0n z*3SWw7)K!CP+FvtDVQEmbmgHaUb!vDDhF~bK+?sQ#v8|1@;LBk{ zG2kZRfrQN2BA|IJ5uIc&su*%Kl)}XT=>C;t!jI=1BV!S1U2Pfowp<}G-HNa@R#OMX zdA@=Y(_;x(M5O}IbZ7$9z{X;{G)55idj_&lIMX=V7&hMdBmBe1QL3n5kfTe+<_g~= zq5}Cl!8xj)D(=UY6>eTyYI^D>t>s>21DjlCSGs6ToDP6 z*RS2RLe}MiH>~&*mSM?bIg9+3d+=l-T{=|QUjZx>B$$dir!R;Zu{c)Lo z<%@4z_0C1gP$45}@VOU!h~9NrK~3-u3QbZCeT0{PS?W`Yu%_>iZtyXH@Gb7kRyYr{ zJggxXYFPCH=U1DGqs8xqO`ibPxa_#4EZ})4xySJ;ZnS}mWjNgxS(II3N@qDJ%NyT8 ze)SsSP!CDaL^Shp_r4iT_9*KT1`x~xZ@H^!fcqlS@D$iLzP5~U?;-nJu<)TY3V>Gy z(501-;&J#Db5q;_R!IUVq_M>spS?QT8e5bHGt6Ymj?i)_OuoyKL!kOx?@9G|x&YlH#kl=MDE^;+e z%gcp~fks=2yQQePP6XhNE(XX_`eSx_8{(2Nrh*y%#Dipe_B7zSm-XwoMUu|4-iFLD z2djH$x3ys>gj#_oT$n^g)g07-tBC7>%99#A_5zMX&qELZ{*`j*4CZB|SCC6CKATU$ zaSo?1vCX}!Mw7|$)42v^IN6UA)1Lhc4IIK?iFtP%&hwj0#-gbyK#k+COV)i-g0}0O zuVIWr5y3+!%Bdya52iD&Eej9B=HC5i2dS;39%Rhp&Z4AU;s6mzLPS=-Gw2|YWDg5V z1nMzZ0)6H3Cjb&xDsE@~K5i>r3sQ2ZGP!FgV7ZB*AD| zYM%$-Co;f$H~&7{dy=mtGA$=$>(1M?oWi>q&Bxnn_Tfc=1U#8Z{nnl70j#yzCf&Md zD42BLdkkB|wvoD@c~ooq6|6q71VwgT2{q+{^;X(Z-rv%@A)AD1;YGE3PCZWDjs5iQ zrZjDmqzkxoXZA5l{!-Ld##mSR;Gn zra!AKnQoX=t|4N^O3>$xOBfkGh--WhTi<64(3V6W4!U=YN7&Yo17%@Cin=G%3m;f# zhswT+D1BM5Agjp`PzF+t>#C}*1IXprab%gH7k4&VWOV8og$ShDc7pjxnUIqYxwRL- zUcdiW;w)t20lCVWD><58RCCi+%|rmb&E9%Co>6A04uHbkZJgT~B3BZ2C14h6NC1Zb zcl1gfvn@_p-|=_?`f#Kn=QJjM4z1O&7|An=N@s*u4%-oV2Aj_vkq}sT!3q+0gpUB3 zi-G`0w@^WT;&TvuvUTd^BF&j0Vq?kFON}KGf$B_=ICyq(YuhGQ$cWs_MbEtfUF4I| zMKi{Vr~xBUPH7nwBG8?^W*(z1BIt2T=osWYuI zWQ?0RNBqvX&9e{)Vyke*8ZAIr^X+E{m0=Bbjh9TCLN4|yX#T9>Mp-2vBY;L=p>bEP|JCebSuM9o+F;*fJ#MYJmm5?s{h&E)y_j z#d+TeZJ?vbe|heB=ohCVP>d(gIt+V#SGeJl##AVttOwx=LB=_GQvM3dIS>Bv~0Fhj3{~- zb)^Y92nJGHq{e3Tz=^WDDlgqc;OBT6ivYTT<0nll3GCX;5geK0`Eb}u>P>1RL@2v! zHU&O%#N#&->CDMU6u zr?$?iU)x<>-@dd$sbCdewQ7W-ywOiR)WcafZD_lp*@-!cxeMZB)8g~eVsjG{7UajK zMYDxtI2omIPc>^OeP^a*|cGdQvDJ1>708t07J zKae$#b6yGR(A)=9h_waHtF?8VSF8ENIrr^vCyuW1YATxj;?<_ZWO$ut3%0!h0IVJW zT9-Ic_Py6gt0~D@b9od?jdRA%Xf4*XSAE4CFR$*RWlwc7TO?C+da5@p4lKq`tBP~p zbcFJz@UvVz-%DMsl#3%FswUP2tL5-Jaxm{L#)YWk*a6TqW`MFEU%$>ih;wfFc7X4G zU76!ze{Z!P`y|d;Kc&HoUZLt=*)?dS>=5=?K~)Z z$DiGo?X+LE(;lc#Z>K$RV&4F@Z;-8#7N>Jh2=MXhEoOwPiAt!rGD;0t zJI&krIApMOoUA~j1;>lnL#(x65o)w$E~fiwv*ShmdL`WX#l(T)XoMQhg5#Y*^CLz7 ze(D_fE!Ol?KVv2F*iLK-Jr)T60cr$$Dju7-?-DGAD5|ZdnxgXJ5^bHZ8w3D5@*qub zgFLZ!fEuox7gq+Tf!0E!sMyk7?JoKcRQFhRVY;8T11h){ZY`ivN&juo8i)J%8s$Xn zAayKzHy#;e3C67cT0y*X@3hg*=AFHT&tO$U6cJ6mLd2HA>QZ(=LOB;NZg$|w;_wi4 zG5Zdz3D&+AkJh%H)782f@7$6!hw%imHcLQjFBQXMRBth3u-ZzDe@*Sc9>!DWI0xzm zb!hf?kk$eJod9=5TT82VPSCAhZ>)$qhp#aSq4g8ZTeGHYWCG$tAp0IDV@3XOb(sfM zw-M@#Y(@eZC^|tr9HD;2l0jhr6rUiPk5WgnJolsX#&bhhIXx-yB51N2AQrx@_*$bu zE0+=D5(x7167mKY<%*^ebaz+s;T^}O+Cc0F>0CR zBqsZ5ClZK);?5YgoE=XPS6)~A#opCQG`pPO4C)wcxrF)rwYUVK%vPdAdK2y~!hc|+ z*slret|(#bPJ;7hw~lZVM}J_Ucs~}bgtJ=-qGqQO%zjD`L1k)J@#>@MT&1hXictfc z(MwvefJ71tNE8cZs*~W6#FUPdLu4NC@aYH<9|wGf`?KvnCO{EJ>1G{+`Ex zY3g_u?0zJ&4W=i>BI;+k$#xe3NRQ#2L}ZJBOc0Wyl05xu0GpgdWV@S4z3L{&=w!Po z>SNS!1J|@9y;uEgDjvBuX}VhCT>@EvYsI2|y1JV!PBO4;Z4$BUY0TlTc_%ew*{ey! zvRz3;mt9H3GG&*D_$#=iO z*{UQ_wwpyM$pm<2vJ0>?Ygi94bv9636EXAEU~yJayjgOxxcMpzQIaK-R>_jj)+ye~ zVuTXvEIsILH8(d>YJIYsQsk_H=c)^kQg6qByS2|%t>TZlYNoOWYl?7=&QjSc$%dDH z^VLDhVSG6->=jf{GUXlo+0h(ZwnLguitWkdfgreiGhgju-D#AS!DZ+Iwb=WgnC_>Y zC!iP~cTmX`U(O|Cd}$yW)02;3w+NFv!0brI03*&XR1*=|$XN9Tv)HJga2q}rISZ#o zu=X~LkYU{BLD3F>HbC*vgyNwG#m;!OyDu}yil8jDhjUz{H<)(qv{#Jm(WOsS?s zF*;vq$L0eD7*jq8h3K|?(nhxIqQ}jh@ZLSBoMWgE8^vFI@htNdNt&8rc?aM5X@_hw zqy!vM28u5@4@MB}*#R4Ndrdiu3WQirV`hI1w8joFDNT)3zLEN3c(`Jt9(Kh>JxsZb zZ@P-jvEZjq+hm{kh|-*+do_ll$-^3Tv(f0bV~VLeEU?4y5}N#QhMFrvGGIX7KZTeR zmV#;9*_ae!O;`%(Cb=JpKO3+n7}E6i3Qloz|6Zor$r@^umE50@rKVfvVY;6-2WkM? z^rm8oHnUQQHfA}ZO+IPwCVuY}qRl7SY7}CiQPs2@bs}3OF*s73kd@8PkV1jr1IPe@;Jp+X2$J&EF6>we1p+7k*nLg(hl}Q{&CK zZ!b}|!KlHL+fKO^ySQGY9)cUykZP9cwp6t#&*?JjQKpmlY^gd?SuZ8lnI&E-QL~ie zy2QJ(mUl&RsX9k_SIQjm$iUF4Qn{gL|DLip`5sy)FAk=%ZADC(+D`nwMQtJim#O~B z_p*e4drF|#_4YF0wqGiRxwfg;bWPf(x{8=CPAyX(7uE`JKy6dy;H_1vjH{lOEaY}J zPRfrac{Vy#WGv#@c&G8+2#<&}#y?nTiwd|pEZ1a*Wt2u8_6G0@hD2tPVEkH@YU;4u zp+1gepI@!!h|>=BN%mqYc35STm{$#${+3GpbrXPb_1As)vq67-7SeRyKATGYHN@lJ zR$0c+c)V{?T6S_yt((5j8B3JC_?s1KvE?+T`)MbkUg*UesWR%tAEwgu$S5bStc2;& zRYK(M#2Zto6PK@2XL&kt$-{j9T9Y(!bFcadbEXjupH8D5 z{B)X#x&dQCxD$<5rAg*hr^ylB=lj7)zavH7k|J-ViM^k|lmYG}@}@@wna8T22|5O| zyfh*m%La{L4A1UJWo~(tiP+3~il=v|MXXUe4dA^*)^p%qZ~%YHBkZgn9t^06t;TkM z1_rhcNO!X}_E~j@$Dps?Rhx=28`L;9DV@U0_;ehYB#ZEq@FHfT`lK=sE9=dkOcxz@ ztNn0JA|KJd$|CoZwD0(IXh0c_W~Eb%cZ!JTVJg2yYV3*cSDshwkZ7p*pysQ?mvvy+BDZ9AY3C8olre;#; znODG_d}T);p?ogA)AKoQRi7EKo(%rqZuOR@9Oh} z!Qxsb8KR}QLWd;>UF>(yFI>bnG6C#yHXPT(A^({5u!G1KPtx;D&-4%_0n`MdY=R6B zS)R+3L}_za9mJl^Bziz~7+I!*j82cKnGNZ20N%Tu%`{W_NRRGE)W^L~V=@F;QF=su zjeVGDV8j=)Isb(@{I!Hk8B^|O5+#0t76l*kOQxg*+{swCGbJT%f-WBa(mjhrg0e^? zC`(cT?j+JV%Oj#wVwx10EJY?~NlL(-L>}{qP#F4=%*y_iDSgXD0D*K^o<(%1$a3jV zbQt!5TE*5wvEW+PWl{L5$a2e(Tlo;07`R|=FXY1UEE5;Ntt|C$0lbG`pJfpjE@XLp zMlSm)i#)}5qW&a!iU;neh*RoN=95kI_%2H_-~uWtUB$Pc88DzbWB>+qfdw{Pj|Erp z7Z#9B47iX*4EPvibOwB!)sO)rvvmf1Vk#dQ@Y5OfN$|gAl@(`8 zt1Zr!hAzl9aN`vzu|rDi5S`Dd@oa}nVw*0ZQ{xjUQ7xtD?LTW&(-;slb8;R*g0}ovim*^vQT$#x#w~mHW2moY}vqJ0s!P)!1~tL--$5oY{qlt zF}LMsSb7RZS%2+tt{kCGz*M=eFgA~DIyO(z0Pbj0Wi;mKN}CKL@^mIZ7w|}?OUZQD zWy8q{+(}Y1O47jdFO(vevV!xZ59k3(0vljioAi6ht)DwOv=BbG)jZ`Of{jq>3?;ne zDS^B|>pbFvxy{fET+eg!0ldIe(c!LKd!$7qa0N@1Kd|gz=jae$_8Y7;;`SVQfU5>Wx?`M{ADJ~D$)E%n5@fXa4HcJM@XbdqC_^EST#OtZkO_w{p?~)$cpQ{hC2pI!Eq6qIrvJdcMw)UrhBPN7~+3ds)`8M__Lj{=~@p>Oe~} zNC0IL^F7XD35&}&&|@(u;aYzxz`XvNZ@wN#ly!svS0`)oi6%Aq;-`A`9z058KLr^= z*vfnZLymZ44oR6q`H~=TCxRSs$q+Xj@ZefBDS(<`4~gZ1f=G>D=oPJv-FE9{4iSpC zsQ2X&j2BRRx$P-{m=Tvx%rLhUGGkDIn;GOOcB*{3CrCucb1r&wK1!K_WlMTIR)EVf zHqoRJpUf5%pnDMUKHRk+{aAsA0<%F8a0iPZ3%G;)0(1xE;$&kUz;X)69XwV*?qDp) z=%yZ9(9qOt;k`Q&JZdT*P5quXAK|?Nll`>qsAia$ww5mx>n+^Mwif92Wd{q$+16oR ze{D9r!c9Eb(VW2kUI1YrTqz*Co-7d2XOvI|cXH_;$`-9FkS5s=g6O;N%i`|2iz9Qy z`NC3}Zy~yE*m%oo&RdDn=V7V+o=2F>u@xEs9Jd(_m_t;y#YU;lHFvtQDTUbd zqOJ`eWmpMV4&}L9dZMvxd3?l_L~&+Ep@}_TwB(CGVP}g^Y2Fbmcw62<*!_4T5#E9O zi{D%E0(MwpI9T}KvkhjaK`+?1IjC2D3V$|O(c2GcI%D=15@TTZ>6bP<%vxuZm1}n& zh4FCVXv?3rT*sGw+Eu6q7VzGrvS|VDt3q0aHw)7;ys`)}x>xYtETk2@A?& zIby3;+KZart}fDg5vK2lQ3@rkIquuH^&*d@df?9nfSN*@4ydV!4FMyb7k}~Rq1F~g zQHf{0KdUIIw! zU`?T$0xRGi6m~$-iC5!xno_1CvFqxTQk~|FK^vs$NNjE-&js>+)>NY?A$cZe^hSI?X`dg)|+=yKW#yyYn8__l=^`B<*|fx4iFSx}SDiB6*KWB_uZ`5~G|%(rhu3 z%WabP5XpK30o@x8$OQAI;%G0vKL*ve@%-6l}0jIxx()%VMZo2Hyc9D2%si z))7*41RX`p03IHyFMIpovUiF-A+azq+q3W;U?^p=MD}F}-{BpN>3&)i))!&zj8Afm zJ$W(p8?zksn-qfP?l+wmQ@?pRl*c2!W_|egN~w;jXfY-&5wG0;y=rMDGt_XiyR)^U8QYj$1YI14E{jAvQC|MP`gyMP35{&0?6ex2nFA@8P@?LE65(?*GODLv%GQt#7G$_FxQ$kIp zLG&&eGb1B6HZ3qM(Vm=Z3(QCg%(W#3re`E1riBK^CM2ZTlPSfXmmZgxP45%4({ln- z?18aqX@S{!X^A=RbDjU2qPjFJ%X0=)E0JwoOl?hT5T90h$qnt6pzeZPRNTE7u~^)E zly?-Xi@drx*Bt1{)-Iu;#?x4azXmOrHLSaHQ_r4kGc+P>PdvRujwM!MzAm)hw-_1` zh6Ls&!V%g@vL2d>1_gP;_!AxvF>p9fSH6@cySzj?hDd0CON+3Cywh77;s}6j5xwNcEBTYg|M=!Yqi) zRJw~RQM`@YM_gP&KH~IfIR*`i@UUC;)9Cu{3)e1C%4Qd7Sq^lP_d`IAH$ywI28_Qdi#bK zyT@kNrtm;(f1|7nFGHvDZ!8Iz?x)2;4KOV0N5xWOE-0q4j8RV1JON{wVuImjPQPMe z&ZucT#+QaS#D`U}B6f&6Py9NK$Ff?2<-5kCf#+>BAI@Hs*z~vBR#L(|CRhP!I<^%a zY##wNtgAgGgRI2XZaSZ8IgIIk+S?M_Dk_$+y(O_3NN~+qqQsRrlfUZS zektLCt^Rl(jHkJ-Qhfxi)lxE>QB*>USZWMKS0%Lmv%o&!-y+Y*rKn)>U=}Y^9>bCc zvT;idFFMWUl%K-YVKHdzQjHyULnD z62@;#7&l0abK@s5Zcqg{kJ~zipc0BZWDdc+Y-aBWI5f26M0M7UrWdf z#+1mQ+Btr6a(5qG@1f3I^roML{P(wd>6cTN24fH`MCBGm4^NWlfl1~$aSrAX*`|1Rbq%i z^(7R8&R{-&ExtsqX@%KgF8+N91)}RE6o{^iyLP^kT`!S==$jI`l>McM$%l0*mdQ7> zwxuM{vXoXzT9%5RGx=vqOHoq_5v&;u=;6>e3`j^IIveIPqou%b67U{g3UJ`$l30_& z9}`p0!CG@o4xHc`E(;iHE`YZ6HCaGXsfe5j8#tx3t*^jAUaT?RC~%V1%Dii&c56yS zdI5hI&Ph<-)yBMC#a=wrbXW=;BmoG-_C?Sq56b*?=KOJs`Ah7&%>T8_|FxL4gr8Tw zmiez3^LMG+Q^e;htYsOsSJN_Tucl>n^Oy2|j5RHjP3!{`Ydj|ZC6K~DSi}~>F-whP~kQn_Zm5~i6l(}tqvyA^unIl@P;$fu1UucI!{!y}MhlH`R@kqCV5{i#eL%WM(J!(Z8Gvq%Y@k0yFG1 zE5dKbdV1zRVgDaeUzR?bQ>)K)zC#uKw0}!YM7vdRhIH={bwSXd*w8)gxmt#9W&}-n z{*Vm4k7ZCRx~4peuTW}X=Kzn|+;{Qw9_E$Po~zJqm;3t~8$rYhKAH_)X5^^oSMeW* zc9|8tkyCv?Py|H7T6MchK8QsvL(lCyX_<=+{_cSu<;|Hoh|ODu!N`z9n=8sT@K(*o zfsAgpam(Dpg?Fl8d^f>Upf-1zjG|4J^JGgQru%96%S25QkMPAOxww$CjKYsuj>1n3 zVRH{&$1kH{!di!6B(AOC&Be~HaK5^%nonXo2@~74OpeLnZ6vFcD7NWpy(v+=04X|( z7d$9NuY?i!7DILyinS|wf#n~V?x&rFLLrE5#wUs5v_xT+BNX46P;8bcLRK3#5O%KS zQHmn6w!vr(zczTVO!R$(;h+% zKtM}P)G66*A`oe$o0H+8@G$|GnOX1PUuE{-!d7~{j`Zt zCy=fKRYarD@f9?GFv^Kzf8+g}rPEp{@F^O=a`&DN71VnkdtNTcE1O_Je)J2xnk|vQ z3MvGo?Pn__umW9`YO2pXj?RKK9axqG2Fr_+Hp5DMu2ELP*twan6J!3yhgx%}G}3;v z)ZUogqy00l^R{l)bEN9?x58u&?BYK88!Q4}rYdnm?WmnlX~~puDU+PQ-Y5wH7b#;QzD?tfX4|SHiYfXe0cDIJ{ES?c`5+ zhvOTdnfPL?*AOxL9o|E{vJ1wv)1^dorBGhxP8MEC-^HGP8GH+f!nYbDF>{#Myqh-` zn_l5_SzaabmSr_~8^tOr@dIRQma8V{w&j%~;#EG3t*u1no8OSXd8v|O|BIFQnYIW& z!n=8CwSWu0GTvNCVLl6LgVB2`6sof&wNn2Yd*L45vO_Jrc6R~0v3~r_Sg99R4uCa3 ztEA72FIURXj4xuP@-yS>mGU#=(;zB8Gp?HkOs%4ZH^2Gm4ct$z zqQEexidOba8OSn=;5}|8R~alb4HN~->kG>dgwPOWoGw$2YAqPNZu=GJM_O~dAq-%Jl*t~bDVAGLNp2A<4~<>)aO;bbqTcw=9VShB^LW86oaeU}fj+My~} z$SIXL)<_(y3CA<<@mXwzgkfJ!Mos|<9Y)G>laWm@b{Sx#8taiTOi2Xega-zM&I#h~ z`#gbQlzR0R%a22p{#?Siv|Jvb0&g@x6o0@UWw)epew4fl_=#i%YIEG2Zwy z&>0vy44q7OG2jI6t8h#l#4bsQpPC?k`aeMI=Fly5!C0$=Xi6f8;~Z{F(Z0g(AHnFr zV5z3!xsyCnnJt1YxJGX?9isDxutG;zqfUb7ed-jStfZsDbTUXup`Y^8#F?Ov%bYd` z(o$KDZ{=yA3jAq6KKTsq1Dni*e5M19+bjm;b>qf}tV=w+tAUxD4R{|n)FqBx;-jp_ z6bHdQ>VXS^Da_Z{>qYEGyq^f4$E@s(%mpqk_AEc(a&^7M_leBbw;ZCy$FP_LyXW}70N|s`bszI^*2?qv^T)6X5afBJPx4Ii)Q^Wj z2I$8_s@?q<;?NyX5WL;MYU4-{4#5llpAmV%|F%K@azn#^Lm@Bte;PEp;79ZtUGU3kjV}20u|^mC0#~C8ep{;1 z1;4h`=z`y`Y0sv@@|}j?ZOIFM)T7Y_KgiJNf@kkFy5JdXjV^f1R-+4^y42`$2hPiB zbit!n8eJy9Q5cObc(_KR3!X~R=z^y@N;JG`crHR-@O*(r7u=KA=z_c28eKwQ|4*X} z?lNk0!M!()F1Smi(FONZG`is4ghm%!w%6!_>)IM!Zk6CqTp`wQ(Ntb=okgPyPTe)S z;Ph9c3r-4YW~kwOMP6`#uhHcs{-TQ)n*0&G;DAnEZ~&pv1%ssqm+_Bi7;xkT{jx?E z^ivvLF5xe_lmZzwyyUI2*kjWZa~Ea8J~jMb7R_fxU6XJ5(+t)zH+;`05T_i(rzoP4 zgDB)6`Z$O>4x){NDB~cyIEX3^qKShj;sAO)@`!_&;UHExh!GBAgM*j=Qa}XpIA?4zj9)Eb1U@I>?d^vZ8}5=pgGk$Z`%c znu84HAY(bmP!2HCY^)y5YnTkKioYJ3sQSnE2(7Jlc~u^(UE_{S&Y7B(}IA z69?VkYa6d??@I?skKf=cJULQt${cHMLgaK;(BhU$>=r-gN$mbJCDu*)nKxHFsd=|$ z)(yA$`z?y&fHJM1J+vbH zpB1Fb!v8@aT^4>fFI^UVUS5Je3!d@gT9X)+Bk8j6qZ8?} z@Vf%(vhbL>bXj=FSh_4cYbsq9o`aMw3l9!TmsNsC?xf4YBWu!S;h8V#vhcW+bXj=B zNV+UMq$6Dx9($243r|o;mxbpHq|3q`aOtvezgW5~+;^2O3%4YJ_~@f>(@wf9-1w3% z3wMd6%fdxx>9TOGQo5{d_>24&E`v#zg=;a=W#Qt5bXhq0mo5t@Xxc+`IC)@j_kTgN zH4=S3;#MzsLu}AoY;aGwVX`v~1YK+(w}&%i>G5#hMSV@fxrKCiI69XO4~MkU;o%TZ zIy@Y^Q2)~^tLvKo%3o60A1h#iDo8|cR2nHOU;q;!9{$D$2K*{nnbXe0%J18f9u{Eb uZ!4TJvHrq-pRZXe@Gd-O(fAn-$)vJ2HdcS&A^|~uxZ|L~` zFC8jsj2clBv`)qw!TScw*Lr*U&Tx9heA`mD8XzZ$&_qwdjJ7&^fV|>}Ol;Q7>UOzTat}@!|*J7oq>j%kd(LPbfw+iZ~$HdC&$V9dUui>6zvK&6OCrgK&)A_LRXAyA3z=-pnakz_sL}O zdZMRd!tLU{M9-lKQO5h!v=09)Xpr#^-p4dt5beaNL|y(_P>0ahK-^r*mFlRLLH+f# zp%UxR^=FLUVP9kIohKR4(1Apq@S13=Zw!^w96w;X)BHYBAKzfadCpB7s?R0LzWVv0 zGDI9m^h7Tht7C7GbKzcZ87_V{lii%HA|9+8XGW! zsj(h!qx7`VYLR~Cb~(gY%L!wOj1ESsju<1I;fYXz)d`8*2|bVyOpV=;@1w@zz{Ygt zrJ&Jawj@venK6VFG41}{xI^cSl~sO#-NwnS;v2?xAxZx>PF^s6MU4oN_$f*6ykCws zLiFzOvOhjndgO2zd;Z6FjecPlEFG>f;5eOor;IZOVmU9^=)2@7qaP;_*b5Byj1BCW z{{cI3u?6;AU_&}$f_ye)0c3;i=jk^l$h~6rVtxKaBU0~LWlS@2sj;=oTRO6^P^5V+ zNgH#FDf+jKVuJAq<$9)-MhN#}&()rt;YYvmy%>PMhhmI4qn4GecuTZ2s&vF;*+V}+ zN6t51vLyGg=)_{~Xx@wZi#RQD5-yz>Oy6S8#)#KWUa00}47vA`N`V@(PXNUUm7bXS!aFJ9rI z`?%;nZ_z#eqMqrIG2-SF&!OcpqI(K+BuY0fkW<8^6ax8gA4pH`t-bZch0y-*Da5Xe z^L*_3H%p4B6wmQdG0<1UEPFR2v-+n7GE4VLkPDGj%T1N4zfX|M#kf?OTt@50MEO@S zJryUHL8DXsgqVi6O(vJ&kY-taxZafnKFZYRlVta>TLVRTZW+2*E_Y;Ly3;hFfp6kN zsZyF+Qd4ni2@Mp}@yYTIQA?WpW|onuG_&Xv$uQxCqH#Bl`Eo#vYe zFD`5ywLc$K?L4>$y z#7mbazFWVrtCnIxE*it#As@zYl#9pk>?|28I=g5Li>sh#bf?yrK*&OViI4}3;9FhR z2)=BqA4hOvw#;@+gCc-?ii_4ZI_hnzBFG7Jx6Lds! z-<2!JiX|@c&IK;=&IK+ST)J&0tn$DIi$$O_I8rg+rQ^q`7%|C3T(>KPT;J)kaeZ#S zoQYkz<~221U&)ti#Ss^I(8Df&+Auw+P{xZ7T|oPxEm1XggD3TLmuwS$08*^}Ip87} z*WXW#M_Sx9MR@_IlmE@sFbMKaTI1=F48WoQZ*auA<*t@xdb7FTvT zT3k7_k#8-o4uT(_VvO~O zzCJR|4{~4{@njAZ0G`ZBW1b|I%I;!D8uJ7y#}#&a5VHEAeOgmjpAY#y{2c=uz_mpm zy>OYVa=03i-65^wnC}l;GmUFtLRe zh6zv-UF{y3-cTv;)3;a2MUcg<-Dpxpw`%D!Vy!CrQx!&k{c*LNDEhOM(H9H!^Q-t& zjm$M>TS7Cr-I>02qxJ3@**Z>zigK=^+*d_=J-H5+)$=wg zhmKq!JBxB}JL4^Pg6 zd27rn*<8Q5N-hw?(rE|`P7labM&MrhyBP?;G82TLU-^^ly+;9Y15T)BGu&2ltB& zup<32Jz)LTGJ{5VNCuRPG@k$kaD=zsAl;&O295CU88pJXXXvX(BL-nf8Z?ic7|;h+OkfTTYOx+`sP5t>(a-isz$)<+Z(9|bE$TIaw=u-#_1ep5vOv}`#Yz?5PzuYP( zhs=N?VCwsH_GK7nz9{ly#a=g{w3Q|`<`AObTasTxv}Mn4&(LC(>_#5U~IIFpH>W?`@>oiEJCyHXoEl7NcI54~u_ilQ;S*+f(@! zdZXd`g@ZCg*YA?EjqB8)XIe@}@pCqFtc7ko1eAkE;#f!P5jpl1>dqYdzii^zV4ZLn zHixlT&daZezsq6908SuULEGq?&VjH+t8>{+X*DUwqSY6+hLBd#Z_4`}i=YV3!Z}Q< zX}yf0en>6WdAT(=CxBb|qzA^fa!@wX{6FYeKfPA##v`x{dngB~Wjv&>9Ffn%PwoeD z0EL=XFba%piJF`Ma=pxgdr462%^_kLdo9V`e;+1j6lKjjjNz|&O zB-$+HzxooW=y}mmkXFI;eWT*LMuHS1_iu1VvZ2E=T#oqo2i$`3kWL?(%m-mTYqqnlguXpQzno>z5r zK>L@UmeLTrK@V6By}*J`WXst+8(YH9$~-??U^&!E zA2l_Op7kDu* zAHtZLl=nNE+4%wV$fbrUkd6`%1<4O^HjiL#oN(vUJm${lc?^DOMyX|`$<jjN_?=HdBEb_EWvU_mfF@uX zx^BsT=a;8hXm&o$LV+EWPx0-61vV0Rz7Kdc6muCEaYq5!|MmiXXkrjfLxZ(>S+>xV ze~{C}0|m4)zOR6{Jd6F0V;>0WA6noy{qzDfy(oixSO%9C@G`jIDs<|S0v++Q7-kfZ zwMT-CW$lp#OpesoBD;&Zhoo5RytBcnQXjmOU ziAZyLfn{>>X#shJQw3!5Qw3~t_(j`^6Mz7h#K%BET(;2sAobNBy%CFMg(TLjkWCK1 zB=);sj0XD$1vJ=Udx0kl$qT%Xh1d(cOXdAu zpcSeWrlbClos1)#MgCw_Au+@aRap#i7dBx$V0Yffg$T}QhoK9FQtN;-a4m2 zws8E4Wt`^Eh2SCnDy|g<&?Bsf=+UBx4Dlp%w12|rTZHs5dg^GUx`>`d`nyx|XZ$5Q zM;9?Yy23WVM-Ooyi%cPr)>EL;!o>A8*PGFw-t{TG3z|am@vwU!c6BWxnnV^6OS2og~Shg&){tEZjsLsBskQ1zwx`bP~*kf zBJu&B6>%^}wN&?t{}j>Czg$Ey?$1ySHt_dFWZ+P}yR~8iJMb130h3g+emhh}8Nr-D zX8o*)%z6qcu*`Z2I?lcZ=v8c)^v7ne11PdC%)j)V)$32%M$xGi; z%!6+N)Qm%SwZGDbeU;K)VL^n-5>G;9FnBjv;t%`9$u>ia$u@R)Xqyj;eYT;H+uSzl z0l$IhV}$c<)HrdWn5=ZRSU-9P#Nsx#ff(aI+Nu#@XHge6&edXa#KsbI#Q2((41;g# zTjwjKySG=-T1KdDnrw5nm~8VY$XmAgw798loJ%a*oDOV@Ue<>OCh0eBV%-VI=?)#|L9b)VfO^)>Bb>yrml%pk2*>*-D#FU4GLL`-`te zNVB@UaS3%fAR5+94G4QWP?jT|>$<7^jt?>2X`Wz2Td7)#bRJ_wfpQk2%Qi$?y@)cp zt8zpHyMt7{tEcL&Kkuj_b$t(2Ayf&O#VGOT-Y?pgP*~R}@f)HI-ZlyA{$_*qn;+JO zUTSdI4GUJA5{7lXmwMX~ixoM|fzSdN>URrPzY+@I+T}2SEAB4A0pknc{_e%}WgnG_ znBHi?Z|nN%b1|yDey^`877H2E+!A~41d+wS=32lq{{+}fNVDuUv&3hw1N~I*um=NW z8Ccu?>J`UIOm~_q7}zYTmh4r-!0d7a>?s?tStU%r%LCLb1V-aNb|8%V{R7ov@d{(w zR}zr%%*|?;c!x3Vv-EnK8n<(BC!|@JcKR``j#XX5_5{i@rZchXS;qxTcbexJ({8Gk zFr8scb~(ay-G*tm7t>$jRT5%~y;+s&qxS*#8V7^xXtNZ#XSCLXZdT8W?n{Yvt(QWh z?BJsDwh8MTkY)jKEcF>DXNc+<8X6$0w+vBVIc~!gr+F*X4SZ`!6%vHuOUW_VB*xsT z?hp?wMY@G}KecKJA0w%;`Y*$pvh9aqDnhTgMJ*GVghHe(4PYDPwoigrB+D38nx$DO zDPcEH5~NwElKiO3MyTGQDFL$kca2aHhC^eL(_GK6lBq_5wU%K8ifDqh%LXeMVQoZ{ z&VH}5-;@5Gh`u^M0_^`uP(YLB|oJTvSL|M)m5hLn=`iYvuY zQK-Z31gCsQDNQ4BrG6fbgIn#qou-jfcdD+T0|WA2x=Upmjs=(kdrOc7o(#YzoNidipeV zFYJ}5Qj{67%qK(3tqY~J+_IsfJ#pbO+j8sI>B{#3XsSMVpDGlOEF%iJmoe=jEnGi$ zGbp-o8TlhOs=)r}alCEfkE$Te>hr2)K7X`rhUykp8z{?;_178Tm0rShr@0qe0Jhao zwbZ}6ml50Sa>TZO5)R)iShI}S)-X#=4<%1U3O&rOV$5=yI!5Wu^I(BC6O&2Raoa!UxlUeydf#vKGs%^>-U(O!k zzYA3YdW5k@gS;!_gNsz9c$^T329Wh~aL|ma;&~UGjqKY%1R;d|!$wW#l97DZ?-NO4vQjXAt*bgUq>ke*$7W zq*)-wm-#uDp}L1n2$Urd`v+vIE{0bTg?#9GL)@lypBAZ1B2<+GTQ#XRK}6NcdSQ@_iVMa+*d|xfG?l`g#OM#BYEm+ zak`AB|E-`d%tD)?yajnPLk^h!e}jDAEVRW|H}3vh7pTc0;pK$Cm7boZ;`F)#*l@Qj zw`LyEqnv^{-LP1sxewaMV9u37So@DIr&!;}a+-5S>itFPVKK6tV>!2!bM$|R-cqdo zu7~Hs{E0Kv;&KY-m+QSt)MXk06$~W(@WLe z`tDNb;MHE~hnq;#Yx4sv{W3|5m&^IJIs8(nXWE5UQ>c!uRQd2zUjnn5qr%$-4OQx0F_KFTqxa|3s0D^t%o2-8LM*D-A62IY3u6(>%=gPsv@5=xqFvp}d9LmPHiY?IY^osh zJyzj0AFUcjJfvc@@ephjp0A*g*K-vl{8)ugm?rv`op!V z?N6r0iR-{;{igzlbLeGk-!^ehT(3q6qmsOnm1{Pugn~^blW#%TV)?ffzJcv*fC=$C zf6XAv-YK;~r8+ueMNZQREx@?Gh^2Uy*`boWlU5LERhlnX04u3Q^Ye2qp^~g%%M-I z5dG^DYN~j-lDyU4O7>PqtVi@#jh3b_R+6_m2L-@eeGV<*r&-;$sGj1}N_JU|pg6d! zO(0}p-^ADhT-Gm;?{it3Z4IEy>e{GgIa*awPlQ(a*Ujm|QH4Is6wy`0_pVqZ(tHux zMt2pw6*e-Xs>odpucCJh!>jnaOZcVHJ+z90$Ahcb1C>0j7KjuUNo0}4D&6-P*uB9o zi7fPs&QK$NUfT`RIoj(H-&%9|9+fLf7*}C+ zK*p*UVPEQIOof(SE2we%S~DBcEKJ#qX`p{Y|41l)z*(5RcwtgTT8{r4&b+`%8SIOD zVg0!k)177`gUzM(2<&DCYnLOi2W((-t3A;(qVfD?nEj+-^o-HsJt~SvEOQ6Q_8!mr zcDloUb=dI@fnaUzKE z`W2X(PD0agjBv=S;H^L&zIiXu*I!lhM5h`ghiF%WX|IXCHF%6OtX++tD}8G8>I3Rl zF{}nDX3rrvbx#essR=du_`e}sJG=&uVT$oJ?5Ns7{cw_?HB@L>qP33St2*j8)&#ZE ze>NFg(eSYeuz_#fSW?>B-!mOylLztqfMpq7zV?nLTJHNFx$isFa^D}LzSrINsy+dI{UfO6 z>+27^YLYV4*LT-aU*BI#eLb_5`+9no`?pp5a zY{>TZ^__6O?`xxt?)#pK4OxQeutCu0_p5;(h}Y>g?}6BzwMb7m*w$R%^AD8{&)lWw z|DhHck7MB&&zOFpqM=srI(tXG@}}O|v?nNjn1|;}OvE zWAMQ{U^(=u8m{{vSCd8iI&#!E)gg|T!)~hcE8Vk>lpaz?7LBh%i^9I<1SmbIj_r9< z9Vs0KLYC5DbxoC?4Ea8#TL(74O52i1=}e!}Fm+DQ_kRdcdo(}=9AN(PLztqgS?TgR z`uYMr%@FJ#VHgNDY;pNz- z)L`Q+|6?VtU2XE%WjgK@yhD{op_5K?Cqb_*3Njx9ZQ+dmC!9tdSF?g9h;mTD>bP>< z4F;mVaZ!bIdMu#JDs76=DQtUEbg?m3ba31HOM)m^tEOZ_N81y5*R6OkhdkiVJf&=ADeUW85^5dxEruxu+Wkax8-$4OzZ1+&i!l=7~LtKyUGbhV?^#{pia|?f>yR z^^p)Cy7#|-S?vyLz7r}kcewZ0{72m;gWDv+Q@DQnCzV%z9F`2`QM}+kOW+IsivapR z0VbZ4=L;SpH|c_>d+CU;iKjjJf(Io{y5PYHHR*z1XVNE{CVq;?7yL}iqzitIW6}k`;4tZe-wT*@nE)?qO}gL< zZIdqe4%nm%zBDa2@oM6`M!w+7I+HH=g3F`}z8x~@(huGmm~_Dx7baaWoNm$uBhDsW zFm7wo1%sX@T`)Lk(gh=ICS5j{<1L1tOx&IG1-G>(U2v0U(gn93CS7o~ZqfzUxF%hm zMe{z57hG-eGq1xJ@+0 z6taMudf!bw@1|aNV~;~g>})r6w3|BFUFeF!zTM&0&;1T@gpMoqufMBaqSHzpeFMTf z@VxMbnugE2z0W_~P&M9sr+)Mg)g24H_=j4%eoC<0m$Cjo!Ia+K2u|^(=?w-a9x#GW z`V)5uO5A@;1cw{`)ayZ9w3`fmDIDU*R9jKmqTpGZb%OXd+n#d+;qh`yPC;&AtcU6SMEZH?Qn_@SPv~9(*mvz6W0}vG2h*Gr(x{ z!}tn=oe#bTVBdrBa`rtKLS)~Au{ZWT7@uO_gYgmeJs478--8=*_C2^mGPk1V@R@z9 z+h%s(wiWgqKSEir*~w+$wv)XTZgtpO;kur^6)u)(?3lRHWM_qoHFj3G2BC3e;-p;o zNLWgCc0pElLGr@96CfA3Xw z&38XWJ@Qa=M192a7TY8KRW27C=^Q)czPqQ5nN~G*!rjwkd~;iQGRrH++z=y6$9d^K zrGxc;%>7kUCsvJ{bhj)oycw>SIfbc{f9LIWCRssKb@ZsF>#9!_%xjv1|05fce}|lj zs#Aae-J?yxuGLZ19^>Okne%c-*TKjZEvliqWwp0qgWOl#_xPc+2g zO@TNaDHD6Q7ypV>`--5w+Zx0;6{$`}!=C_T$$<9aw@5j-b0b_w;>B3}$~~|6#IKRE zA}(7F+?p&7;%%q2MB_bVrm8w;R8zHoR1-d_oH0-)YjYyy!2Bq`@ttVV!YBm1c%oXg zm|k5_y#odLAS8itN>=sl?hbE=l=C`u7dJ(z?PZW6kCo3Bx9I!knu>=&jE<5QdUO;c zqh#BjpNX0%Qi*#c4z5*VOo~!VyFjYEqt{@llL@^$hzFzO@m{5{$b6_6*8Z9fEdFyW z{xeZ1{-Tz~0P z4=db29*S=uNtO@m;I?;WdH;y7ljX_Y9_WX6*{a?FT~z!?$d?B@$F($~qDcYJhu%qF zO^Ub>l>eMf{&UyJ9~Etx`8ylOEWfQOB>yAP+SoM}F6rGE(>!Nj5jZ4{gub#=ZW~kz zjq=o>?V>SS&GSHid2;YCcrOPR7Rrd*28y?$)!+fpQM?&?-B)G~sSzJWldHJiq=7hI zj6?GMAzj2tt-|V;s|-po6*{HUPDGK&v`9c?i*8{Qyrz_<5Za9-U#D3T9%IW$R+tMxoCKI z(c2-%zLYMvx>M!l;c;S+Lw@Sc7JqW6s&Xh7l{9Bpafd@K@j>g@3J1pBND97F^5BS_ z)H(6~9Jy^}M4T}R-&JSy2h?y6hdML_lA8~V1aM5Jc8_tN+&8vFj{LMI>bhSf6Uo|w z3VHO7dC)^Pj($>J95ouAK&k>+`v(^^VcS38Iet!<X7DcN#tj%#UHM_Dpad;4${%(53DrJQj1k+o3APB9Mi5aIi;R zeK1iRbFfD_dr$|jvBV*ZXP3*PRog@lG!^>IE8|vUc$w^f+Z?zv3Lrv4O|~o<77s0C z;yqpD=SHz;;gkdz-&%ZKb!fb7htxWN3h>S+YdhbJ9&m%4F}@qL!Im=dE!v|~T7q!~ zJ6qzOA#wd=Z*BSBPAg=-u}#AvV{2k;yxYmbktp>?ddgAN>$OxxvT))<;z1{8i5WPm zwm`#b%n}u7$X;^PxM+EzI#Dh(hG9sV!Y*K8|5jTp7O=1`tFJM?xpYc0$iGjzK^jv# ziWx{ius;1Go z;mt|vxrI}x< zaS)G@7K@CxQ+tO%g!>GS%h8=0tE1cAm+~b=cUde4fFl^)XJm)jdr7{fzfx}KCF|x) z5Vyv%&-956Yjw$2=az~Qv09=&#DT`B;dFbAMCI6KNmL#ilxS(4&)qY;Crk9Nx+>>1 zYV{aX!zAj#Mni4J25}A0_BNn3~N3DMzV%_#+Kphs(bBoow1Es;ljVaCh z=M{i+vu0ouF;D`}%A$v#cRd?owc!DVfvl%)l-(O5<>*J&AxTA3kt}$$w>YYG;yUts zZ(fuQ3ty*>p}aXA-v#q#e;4OXxwv7BV=gs& zjM?%+V}UGBaLBfc9uoasoHNfYnnkyib(S@bhV@9(3D(HAi%*MYt)rJ*RBXsg%ZtTJ z$O@*LH8h^~&8;p5G;vI8>l4z}Liz8d*NMX+RpD?IPk0g(_OcYETtP*(@somdviSi? zOjWJ4O~S}*Ya(RE5`6IbRN|jf%^t~8ktmaz?h%D}N@o&d%kn2n#cOUk<@*A$6KUVgm9y5|BF<{s(@ZN)yVXBRpdFlM>MugniI@WR zJ{c`urfCbr)2OQZ3(zsL)>eXFZht0QE_prH>5H>C3Feb`)(#UL<5+}~(<9`zXM8f@ zjacD}qXEQv8Yh?YK_ls}%x%{Pt*gex>DmFEw>}1X$rsn(N5;+BFiXsgJK5VcK33!CxFEkPp7GHY-cxSaahrH3 zUY1^I5Aj^S%zfqhmd5aSM#$Omp)f%PSdk?-t)Gv=lKuuH!1QU~!`yvD{?Xtu86?RdsU*Yns}uPKn5x^1tEEhvV$sQ8#h){BbG z@fsW-+Wx5XGivr2$4IN~WS76p7n|c586C|5*o<0jgsY?__*D*j`Ey*cPI+Bd;c>w` zhs;iocK>Se?M~1x)(#2G5*$0x8g{bW{z`kSziA9#O)Bb-HS`m9wlwsUsiC%h(oC=p zPq1|KOZZ$NAbES|WamhvLScp{urSrTR*InsAs~SooVUu>{#S2>hnT7O z!--;U0%OTsIqtPT&_l(OCGeoU@Oq&z5;&A6Bv3sFTY0z_t{sj`L3o2Zyb$VO#{N(o z4`bgh0>%F61de@FdEJp-a=`8;R(_Fm?^!FZBrud;Oi&4nu`;Yb&_(Xv-5M7PNm9N! z4ie;s|6-d6SE6jQw*s=l8=lzP588z_@b<$^VGRrs7fB2q8?lMnenXH(+ix&YYy17} zuVqllooURLx#eW6?6E&n;5!=OqiaVvxqkp6&iRi^a4nj1I8(Gp z;yA;V16;AwPJjZY%V)a$5S_@yNW%2AF_F^(CLDO0d!9^zXt9i13&i3?ay0q&As^?Q z5lNQh!JO0b{Q>CKIUf~AcntIgN?0Rk4(@CE+#Hkwea^0R^10PX;XZfbg9X~>)OV2( zE!X^`3by0WyoVsRB&phU?0aj(+c*P)SjwClW?q|1lnNnAc0OA6v+nOt$G zgZLyVgpFJ9mKm6H0*9W9?hvj`K5;nCQ4Ue5#P+Z2oYv)0NDQ6O+u5U-{80 z5uHq)V~FhJQ2CHSL|)^~BrEi{eq13sCQ}UoC35NUOi_|-no_i4<|T6g&q0=Gi;M#JpP$CchEIlyCLA3%v6jfhe|8a1 z@q<``<6~VmhuGDMU7V~H`$jS=_SNK&V*hrujd%s=gIm9Ih&5E~OzdkZb|&)vABsJU zB&K3#g->NFRuxZyfzEH}mB%=vHGBJ~%fy$gSzVl6v9x=M2))MQWYq3qNRy>s>!3_Y z;h@BS+m62|@E?U#BE428ABI@m0*CMXD*h1|g}YZ~r*67aw-mMe5x7<0BlWsD)Jw#r zpjEh1!=*g+qFU>cHr3C`4A8Tbp`haZp%>ZW~q(T?ymCEXR;+rQ#MQR9^#fVfhz#PMf&})1q51u_DrloRN z)yn$wnW8q8t&ji6jy1COdrYUPT$<;7H(spOw5x~~R>`B^-6>XSQWZ|R=ldmMzb1W~ zN#B-h&+im(YtnrtY0xpm1mdhf3`=E;-j>Q<(L(O~IeA%WYsVFf*$llSL_U$&D&!Mb z^8TEx4yHhBaV0c_=@b<>CxWV7Y1=OjMHiq1e&&bzpffc6I9!hSwL+#X@4s&ZOW6@__Mv>?@UMe^56 z$;$)KUk#6f3c2dn1!^ro<<9BRfDE0xlB^zR327?JsmI&xG{;jnL_&k+fii@lnq#3t zt&Df`aN zNd3h;H8mCf2*qk}D@cXSsxAh01!ui876yslX&hJ;Y3gh&d?ALXaWWc`#-9Ynn@=1( z6=|X1xh+ixPd(xieiN9JW(JSi5eI%TD=ic~6?jVs+66mX(bFaEccNz{l9&kEEqpFB zdeokHxZSyxUU`fc)5x>btqHJLJfEhM(>@$FxVGIxR9@q@G^%UVq-WuF@o5?_Za+!m zg7gzrlLY+*K4A!n!)aVUe2C=l=Bg7LVYG-!XL6Cwcq`IX<8$ywfsaIgHAHVl#{rtV zKO^NIid9SJZYfJZI_7ft}>nRj#db?aU3Vmfg+;IVlxVd--{Ft zr19{1wZ{v+#IAJm2Y2|3biIiCdpf(uJL$Sku~YCS*B9yR4WHxOo#(10oghjjWI>F0 zEu9y0$5C~`ysGe)ykZ&7Z+XSCbo#(}y(;O5J=YPXAVy}a!^-#R2B}Gt-_Z)4bXmD+s$sUe2HJ}~r zQM1}&Fn4JW9buH3(jGhs!;#R^;c$;#htYl(kH1UrKuS}QBW=U;hM291KUEy|Xb(jJ za7#=LEP!REFz!MaC(deNPJ4JIMbh_H-a>Gxo<%SKeq-6-68&q-%i7b{q!+bJBF(GQ zuh;UK+P3(uBep$m$R~MCkAc%#*i$xPPyIi_mU=B=zX+cE0^TJCrSPbc7VUSO_WbPqnQKeLQHdn2r!I?S)7%P<-!Y z=fh7nwE7@>EpneF7POyT@v@&GWX$UpOf)fcOW*s(=y)#q1Ka@k?YSG2iL=B72Ju%o zg5`i;dH-(*Y?EQx&tUMgzo8v|SgH2) z#&2-T>7VvxI}sl%vrcAWU)T(Za^IEEIn`u{dw4as0P zo{G|vr`l~~dg?PlBJ@s7=5o%!Je}({^n)wTW}3!hY$r9Az*hCit*`~Q?tH92RD#%= zNlIKX00zRp)Sv;-2~McT5Msr@GdYo;uz0+n-l>FJM2jr;=uu z?OY@Yy6uoGa@(!W$EnFcZvHfnxh zpy_;1*#>9lvo*2v#b;~hL&hmjd+xwx%nDA=I-jlxZvHrb5(x!LOMC^#fKWiueU zacT}Z!L2^O{wpdoo$ff}49vkAUp_TF((5h9F$z68X2-#@PeDwx)a1Nqok5QS; z`sEMaS=6M#qkp#k;BD_rF+v}_Cu&)oLr8G1k(EuyS=8F`;8gilY#ep-1X!hR8wU-d zUJEumTeoe$6MbfJP`cR`Z;e{I`?1B6?tU$u5Lv3V0Y0_kE{JzM5Z>wFU9iQunOZ!? zrZ8D%Qj?bD*`O@p{jxbTkt}c7Wtkb0Wi|TPP86dJh@)DBBP_yms(d1P2=3+3DKFO% zi<>iAgoD^(iEz*+0)G4nqu1t`X}~~7gpWlKs$wP-$9s(rE&i_t`M38pZIS6?zcOv{ zq2~Y0Jy_EQW8|qxa3_?}zdt8uk7cq&X1FZn`M;EP1$H7b0xEhql&yMENaKioK|p;MdaKG+}{wky;AG^FH2c zX{Yu*jNeS@{7pfQ#YNZ-T-O{5II11tCMH(A|6Pz{4r3OOiZoZ|wkw0TTytzla^L|3 z)1axJo(1#8yc|Lj#~hj;jkcm5o>6hL0TGnu)1OV2V3hM4 zdWAc&tTT1B4mOJ~b3&CrT%n1zwl5JS@yvS(Y94GAX}N6plw2}=OiC`!h+jJzYSsFA zFh#{b40QtEk#Q4qd1oOmmvo(JeQ)DXZyk4$+&=5Sz=+a7kP7=Nw){ z%%Vnp7;6U3ZnCGHVQ1rG5CLLguIUaUpvRbz%btK^n4a(@DYeXP*Ap!zUR8r7E+v8~ zC1*ZXb(lUe39eA<=7U2GSpYM|!CX!(@8^cSc=b-WL7d2C1nclV@us8uINe@z@aP?E zvrPGp`dnerkAOV40gBx3hWF*C;sEd1yX+^kc40F80nQpe6fl zfVMxElgopREZj~Mt`&$vKg-m{Pcl8NPlk2&YjN86L*m>>x7Uc{!!}DC#Gy4IaWXP$ ztEN`f+!son{_vq#x=zbrgmVZrdyGHf*$DHjST4`R(hc-$>Fk|N>1yoK<@(iR3GbWn zJD~}Niib(KPT;3PV3~SsISdgi{0z>^{JI>hv-n!-*Lb|m&v?AWe+?cFRk(Gr+0S@< z^_3Ki7Aj^E*Vu}gcX2#38fV+a=3>Uy#Kp|lS_;$i3RWWQpy%O=b(yMP4K6vO(W`1! zK|j$Vk1Pe3)#P=!?}hKWiugQjsLR$&ae4n~sGsn)WvHLnP+?_Gikh+-Qd3Q~FNP1s zrh0u1e#$ANfj!1`d6ubuAxd2tX~PA#9#dEh(&90!5)O$6Ki3F7{L;X zp?M_!_b^E<-53Pf>O2P7S>Y`VvO|e09dQ%#G{`m)kp|hNOdkfaeV)QYJB@l20@824w_;gt$(eJR9Bk4sB~ z3J!gtd}Z*3px)riEV|hYD;b(Mw^ zbiXxV%!3v!0!DHjJ_igkeWmdZ->+&(E&C(rN^THf>j&8K0fS6m$rcZ=wF7MF09!f0 z77nm=18muVL8h%_vj*6h0XAfSjTk^HBEOYvy#QM-z*Y;e#R6=t09h*GWyoMl1=vcJ zY@7faCcs9)Nzp0+Hb#IA5irOSm27|jD?h-B51`VCl9V1`UE@5cY@7!b9bo+iShvU# zDmTD74NR|&$|haTRxiAa8zN`auP;Lz@pZoZ{I_(~We51NY3vT@kQktdScRH29;Z7^ z(GnljlwIIMs!w;oO~o8v^dm7HTJ!@e9a{8DA{|OiIgt2&VBWTOt`2nydZ z6ndt>W72JN5J6C2Kiz79IsWN*pALOG#->A`4n*nDr}Hg3^yxr`j{o;kRQfI`@^bvs zXGR_R<7xiqC~`Fu!gx;A?t&a6C?~xS^6)6#Y91Ic=tAMwiq>5Y^A&VP|G3N@5{Ftn+SsQen7W+UWORjOw;H>yFwaWXq$x{-JmTA4KB2@ s*Wgl2FvAE#%OedgR5fdGp@LI`3)W@HL3E+wh9kiknz!@aS0Nw%7lNF@^8f$< delta 14298 zcmZu&d3;nw5~e!mWHPw}$xMcvfZ@nN!Xio_;g%zSq8RQ&Fg&hsd4L>2&_S+{hBTlk zL6j8*VNoNXa;U80BIv4sAi}P$tf+vf%L>9)RnMC@kKg8x&U@Wm-Bn*5UEQx|(ZYzI zehm*@5W1$t&d`6B%EO)<8PT(^_*0Jxc)oAs2KhlxO>gMxP05)Tk0F zLn=MXmdFG7kID%H;^Z55^@hvXrJc)aHZFy!vMflJ_xBzMA+o-2y4*iBHu5IY&l+QF zl$ZA;OYh#s5N|e#n_&t%KvT8f1+n&lv)Vc_j#3_L}N;g^WRDgtmz2T~qIE2aYBYD81WAj*!*Q zwU#@)p^zZY+_w`FcGV2-1|lIs4s6-7wxU1ulmjZ-L04HbSjyBPlf`{V(WQWGsVj}a zwq)EZKN!+cJV0&5uHgCz4d1Y#-QXcvKQs@f%VR@3!XkPW(<6dFvQaTe&tfMH($n~q zE~j?rC~Ky-3o*t=Fi>l`c7NX_(KSMY)d@MW!0IGn#9b-lvCagmG??T4gFLdPS+ra- zqO(L`x|03kjUvFpuIN#OV|Rk@A-AV$v>$ie^UB9BezCNu62 z3*%0*Dz{92F{WA^ijey+^ufj+GHskws!ETHd!VaGizIACN@P%LN6{)$4y-87Pl*g@ zq9r}1mCqV8uF^Yq^=*~u=t2otXTg#XDdA=lIbuOe7%y**%XB3NQ=Uc3Sl5EX+h$Qwfm8?G9Nq+I*4w4QH zOa7(uX)%i>ik=pjecAJJRmEaCwJJi6s!Wx0-%n7Uh0sm-B4zwbZN#ETi9ROk%(o!h zvBoeSk5pyPz&#MD3SywO*oFXg7=mW=CplwMC$TkBRd0Z{Vp^mQHIs013z zjFzO_53!4BKT`s{;ymnZ_L}N;oyEUdcoKB<%&xLx%0?}7E7^SNLUB`T@mi!jJM|Cw zn~^VK94u9agJq0y1W9$xn$6`Pj}Uh_v{daKeyJvjVuzLphveY-n@ytM{+~qmI4p^- z+UB6}VXq;HX5i%OlC(tcni?E1tDjinV4Ga*V4KW%=y`e9w0yA^C0gFbwHRmdM+e2+ z%kb&@W$7c$<@M>suviw(aK|mcJ{J579HwCg!GAP}*@dzxr%1ik#!+G-r~;&)>*I_Q6_BY&r23G zcTEna4*2uA1rr?4Qj6Po2B#!{p2TCbKd*~of3}mF{@lR)oBm8x?9USy&L=^BSooXx zn1v9Bqwwu%<*SE6@s$?ku*J-2p3WYc-orXel=p%~S-v>K_19qPfGA%t9__eFEpFpC zzbJ=zY!>B;7R63#iW2W6RXF^i=}?r+e6qDGcv-+8-WfWHbnb`C;j2$}0!N;cCu{9Q z-1KUhD_bmi337LRvg9@pxlRsh&6ai-Bk-}J7>3CDr9X(t*x$ca4xtgWMkmRm%ZkMu zYAbdH*E?yg93qxGITS2$vK!eta1hwy)Ine~PPJiah%whmtD&fO>Oe5Wsn^1LaYhT- zd*!N?-Bagcof*pp2XW*?Xx+RRCfD>ApE~toIKQSS>MQCMfvH%stXY++t~G-g@wHP8 z?*XOa6wVY=BL3~v>*2@PRj-G0rEk?<8YZwF{+EW)>)}zSe57`|Lqs#AjiM3K0+}rr z3T&V?@VuN&kF-jxSUp1IV23Wn(HYcT=dFt{TPu@O*E|jFW&QFzQ4~!P6uSFgXi|R? zY7rT2qdBD*iJf#xF$|wDrPwev}mI{0TmI2@c8i5G0bz3~5p6D~`* zEw*V)Q~B}PrIAgr7kXi`T=3jMk>HYrA5Daoa>vG&juzD7G2TLUZwHU6X@aq{puU&r z?&6>fW%AM{FP0zFw-IG7S%0MfIw4`UI=ciS#GNi#b|gzaw5gYv>L-}U1QTV<^KHaL zO;8yifIDUV3)zvkhcY|2Q$59YXhGE+*>hYR*|#urn}eBaE)QjB!$ zCM_-p^)Iv}@ygm2x$Iz|Ug2MI)VgF-ty^B4X_{}(Ed#`L7n!fP>XJvdoQ7B#_fj4> z<*7dxgO{F#GbTu#SBWhhB%)&2*W1TvUoVb9UtcDDTXRHVjP`RJl683ni7Z3C;`%>^ zIv~c<<*&9m$WZMyWT;g*xi-}Op1c^t7AbUioTqzW;M?(J<6W=6;swWYoCHl_X^a^o zg)c_Bwr{0>t9C3=P40#gIses4dMD>j+|fh4jgJ+@VmI};B>sk^I$XMT(_k8jk7DF| zJKKpbsj=AJ!0{4(U?9)OaJaM+QqB|}t04@D)j87#Z9|OHF&r`*#WIwzTb|qMj(ZK~ zw19jq27xTetPIz_emV%kH*CzA?%;a8pD2vgk#pATh0sxMc|A{biq*05j#!SBy<$05 zMz@JIVMc(@WIF^3qZp%UD_cj8(BZYxZNc&BUrmZhNbZ z*vdE+q4~1K&BpO9pk~J+P@S>~Ab-M)&1P79EWip*5m;pQzdhA)hFaXlX)RObJ8Q(r zSPCEFaxABFKT*4f7^8GfzPGP8gv-l&6XnM6XnFQXyby7e)q#*B_P3`Oj3DAB(dw-3 zCnPj;vH>ddsbA(vFp!`t6K$qWX;Kra`(GUa91-ER9@nnY#U>+ zQD;9R@rh2I?vynj6v^7-c`yuXibP?8HjmawYneyugj>vG4mO+Sk!PF6jD|0snChsZ z7PqkiImHyO{A8V2nt(3uQERtCe|Vlal?&!L9UG~i$LN}%U4849Ww;tsBf0r&32Ydz zVPim#JE^tyF{jwbwY(974NS8C1t-lyc-k2wJTC_0x$pFB6VGv9Rfw=e_Et!gs|IUt zoqJ{!q{x9^GO!{kk+aO^K@~xM2#Eo#6B8NhQtYU)E@2WrygFL}cjy5y)5NJboL)!q zEv&EKigg7JZDM`H!WySBu|9gPzheq9;5H_q6nwh0LQF{HY^)mRYZ*C@nmqwW1JFYiUSvu~Wbc;W| zj?Jcy``RWjb)0aipW`sKxQ!18mIAr<(rWR35-*uw5k9$*UsAir7%g{RwUjKbCh1d< zUy?}0@QZx;n{8N*zL+Wp6sL&GjIGYPe@f!4JL8w}A}d)_HBBa}$fn82;27Kl#{7Dl z4Ewbhn#zq=3WX<`6k{Xa^J|Uh>nHBT#2B5{|JHydQFOOaun{=?S^EV`%U>o1%tIW< z>hJoAMMRhzS&fYNW!x;*B>N4dmPcjFs!k3jrRQ9D-!E+<9naYDB{O+9*>5Hre}B(3 zlbUPyi<3A!=I);-plfN$H zRavcwfM_+P50vk^d3`phF%C#np`jSvHr?1DFas^SdB7UQr9KXW38`y#?PXtP(Jc%Z;#+tlby-dXNI`!(F;HOx+f zEO1=ZSo}y>@JX2XK1Ch(!YlZnR!()SDO{&#+>@w1cYsTUW#Ca!dMa=9JgH`%o+>sI zCWyRLbTR!k$&(uJs5WX(CZ79uq{iZCTSI9U425!4m_w=?8VkMoQ71gX9aDJ`uB2AI z3Xh{lN_j>Si{a{zw%`acI;HZLq%qW3gvS(xZb*$c8Y3%~k2X$K2TGumI+6pCshzON zjMOPX9H*MAu}W$N!-P!bji6fE426F-RUK&t9bqGLqdzA-quCi1(^PCt)#qm`aX5W` z)=6z|4xiB=l=JWhr9Cv4PONKERYMC{d{F2HmU$~ot-7n06f3I=Q688$jD>B^L zwY+Y0t$6`lqtruf@Yvn$)+^vSKdPsZ-a_>>quM!}0M+}(4sHwDGq$-X^x11Do2yWl z^B|c7#OSB`V-B?EGD{j3?GjjElI|^$v%Q5c|AyyO533R&dV)rF=@ECLJZpUxt4{z!ze#WWji^flGjwkpp_W9QI zMuFi15$VnEmu}1Zk7G5ipG`eHq{kB&@?nwh!I>$+YE6wy3ZA+Spij(>^B}pz6Qx&n zL1^6^?&009UjgBFfX`F_I(~mK14qX!YpN=}6HdCO(!_eftVTLqFjslB^{nvRVm*H< z!4G#!J$l`o>LJYI3+Tt=`f*L8-@ z;)HI;Kt{&3zB9}=gIZ}Rl#8E`=ZfO!?*lU}dxB1-$;?XYN+CksUj~NwgAm~8=CXPk z*F7q%3v?IGG{WbW7XAX@O=Is%O=GjPkuq}a(=>9$X*T3Ap1IQaV5=}qgZI53yl-vb zeM{hV*73}hX5sc-KpNzcC*S<(=cPA+>58I#+~j)0u=d8rLYy_DXj zd!RYtQmQg`K$c1`#8qfRfA}M^y_d0Qr>X}*t}KlU<@*?I)n@}>TVz{mL@CwIp-`hz z?}i3wt3J6K6Q&2Lf1%o63Zao>gL7yRGpU%u+~ckXs3?94}sp{)dslDt9FirutUVWl^ z97oXR_k>p+s6Ycm!ocz=nj(sN`8?rOM~1+5hm)$@hNCH4;A@DkIN{}W^T}aQ3nvKV zR;v4OOvu_`AB<$VYUfIjb;B{2esl!%fl@VXls^sW$d5V=$)$m{UEbN0(~u$5s?(6c z^q8TJjf9Obh@Oi?Zd1LgL?f~5ato% z;5OIu!HuXozCEJe90#2ppHY+B_>>^V&&`|Y)&CK&DSvLZ)0*FCe`Lm;C&(r|OhuoY zRmy|#G)d5YGOSnqD`6Rgs_Kd8F;(rOMWggUy-V$x0EM_e;l{Yd(fN(i0~$%7$6G$9 z|BifF!2hm+C;3(xknj4#k}n}WAm7ghJQ8)GZnh7TjJ%Wvv_t=Q@oz(q!&{> zqGIvZPh#;JP`u{2f3rjz!lG?af7GE=lLJ!a4Y8z}^naupgmsowgVZNeF%{K9WvGnF z5Rq&e)8OEN0us)wg8q>{YH}M-XbJD*Y4{`i<61&HsVQN-O+un#3BQ>JD@?z7b~@&r z4VI9*(m5x+GzNOA{tF;dE z^zll!4C@5$5sPjn)4@#j;~eNC@QvuE+2}YGG!L=MsHvqW$lzK&#cq?qr`S7~i22JJ~i$c-GjNnl8(R}!`X$Q|OfF&XQI$!U9aCgs?UdDH<9 zTQeX^D|=oItHeEbRSn!P2H^y_ z#12q5Yv6M+HjCDs`~g`3C5)lRTjF+ath4mlJB#&6A#Qdpw2JN*M67n!!V8XhRO2=t zBUx}c>dQlNG zcP&;hoh8;~n^;7}V!gZ$7gm4rGj=`PD5YdiYMbv)MTtXY2X4T-vw3R4226B9vb7)Hz_~0@Z)j12B5yw&)%3$gwizhVvDc7&O~$FM zM5ozv7*R0kDg3;T;^pMAdQ8~LH^KvA5sM-gWZN1`1YSR)G-rV|S1mrOcQ)uWXXGYm z?wT9i7+545HbH;Kc4~4Pui)rpSC7%FPIF$$X1lV}ns)V9X4|wYqGAQK*bF{X0jD-Y zh4@NyeKLsa8!y0caY?J<2UG=Ki@jmK1;xpe7S9*5<>epmfgG)!C5)Sn@hrJm2SZw-@$IhK09u+3nGNj^30f!z?5ZaEYt@#|j~t&J&L!6nLatmD&) z91c78QFo7VAv+K>m*A?l|79qEDs}l~@Z!JNS8$E1!rM4k3h_=(AT}B~fwNP1R+Fq} z60troU5a`yd7vbgRJNf<7P{T+ruDgA4iyW^h3tL5yR` zs`s1FYJNWLa9UGA=dQY-vqFOlI%_kyFz|SSkAVz2&d>$zxS+^oa4{PV-{6AW#h_x=GRKtB zlgG_`v})Xp)p+&Z2vPU%hK%{7)pFyIXw=AOtPi2`gHS3-!#-B5&mhf~vqF8WOdl)K z$4d0E0)4DJA1lshkmkx+VLntAjYG=vv5tHODXE-w<1=Q{Egv5%#m5Tqu`+zD2p=ke zTKnQxCuEDuZcXTUKbNGMa@L5Cwc%q;ASbONxEYS@D}1tzJ8y|^cutOmS=>B3!m@jJvM zHEA#8#YK}FtVd)GCq3yN!Wp4neH${c)A_w{M-F=u{jftI29A!z$IVw;)zj$1pSZ`kA4=er9^nqh^NvmaYi16&Q5kReLPm z4AmY>mkPDV`e>$qlJENE{bveKG0Hy$wfm>oLXUb1_H(*cr(K-PNxL}RJ<={tH%+vQ z(>)07;`E)It;_g4Sv7kHTE(%8e^1l5LbEb?Xys)dCir=vc0Uge`UaqR;J`qicXUjk zFA+K>(2>2433R@!V*;I*>X<+$ggPeBDVp&giVl9!|C3`=wRy^hE6_mf>YtV)2_28= zAVLQ_I*8DLhz=rjw7}MF&~{wM5ZaIG7(yEr9YZLU)iH$fKpjIcdrI^N5lTJS^o^6* K4PWnrX7E3h6(e*2 diff --git a/docs/build/doctrees/pyFTS.partitioners.doctree b/docs/build/doctrees/pyFTS.partitioners.doctree index 76600e9c8cadc231093fa28eab50d3017f9f939d..55c970c6b90e90087ca718e2a819d1d7fff8e0f7 100644 GIT binary patch delta 12864 zcmb7KX?#>gw&xU(q?7I>oxPVN9afVNl0ZP&2?PX$up@yWBoIh0WPv0Cf+P`P8iNWH zQiGxf6$c!L#i)!UvOFC`9YI`1Tu{Lu4&sai#0ACp&Z)Y$?`_|EA6|dBeQ(vNQ|J88 zQm5+PSDy&kv_GU%W2cAUK&K(2>?5m}Eht-7wqR~;Ssh=xU?AKqj`e{IM{i4eEziHr zB|5KwVLa!Sf(T0wpEtVeZAp_#mep0%Ra94%Eejg9wLEmr)|<*dPjA|KH~x3tXtxZl zmA&QhL5=*x=*c2v1q}Tk6CGYSfS`9PoKfJq@uRYSG~|zS6=2@ zSbx`DD}AV7t*@%2vaGh3ueN$wUD*O(=}PLaSmvv&Sg>G8nXjh0qN>i2>;KOz_J85l zx_fLdXw4rbfZY+obJO!+7LU61B&(!{9Da03r>I#W9XgaldB<{(wghkaz=`wux-n^v z+pX<<=aU{j++*V(j``H)ryjSqK7>!6pW~Q8Pu|-ATh?MrZPxEbo_iygAF6e-oguuj zkGrEbBZR}K;r#t^zp#T+B-R?jkJdEvE#s%KH$%kfc*ua`+&N(gJENZ1@escB^$bU= zDbe3UL{kXNW>-VR<^;%w%Y1m@U)jGyc+-Y{#4op(D|#=Imz1Z?*;?Lp&Q@(N%2qnk ztwn@(=ulstUj72gyWh$XRdkEJ1HjJDPF!j8AsJGngz~1u9RA>>2bd>R%$o`xK5+6x z);Cl%b%AtS4pDhDl;*do(33aJ9?iyt3g=+RW(7Dh+e?3|ru2sbzWI(`!Z#f{v;0t= zmXpqMLdBKAkj}E`u?wFwH57Soz9Y{OB$PPT9fq-cLlL^7*5T7afIS>aW@Ot!dE0_! z{+DUtJa)!N_LoqF+aA7lMkae%J+VEZ61Qz6rLypD6r6DTAXMS@E^oR05IcpkZs-Tw zaDJCl+l=HUZkt0DZr@_7fg86nG;zx>sJr&z-)S1p=!<2QRC9SkhJ6XqWRh^%{ zV>o*{OxkA2+y>y+%JTV7b06d{m*nyv7w+K?m3sN%MSb{}rDd%zl&3*!#e!zw>lWwp z>kBsX;|p{7155VsmPILic4Z&lw&?Gz*D8_fpB4Ln`)l&~@x>?jAC~UnH&=G!qKT&q9j z@P!BD=o7BoZbZ0rJ2otwH}%`jE0=d=gYg!9&&Qiqq3?NcjOlxxaOHcmvDNUsWGh$G z_v%*&TMc!&wJPL@F*|A{XN$v)nC-%IuJ>eXQ4WgRMxyj+eZtZIX0xp{pm!&?wmDoH zzcE}H|89Czp}82v%X0+HEkl!!Zt}J!uYMEQM@sh(!ev}m-5teWT9eBzQmZse_6Mfm z|Ds!OVSQ;?c`_|cshFQmVVkM>Dbl)oT{neQL>St#vfoh_Uvdg}7Q}7Y9>zDV z&t)qlsW>_cI@!x;I+dT6^NxQgWb3Ij&tYvxQNEeR{um+C9NQ}Ydx)A4=oCywepU<- z%FXsgh^A~<&QEQM>Zti6_?43$c$PPA=#S#j5)m~IXEs5f$G_Mx+~vnM!`VtLl0}%# zHut{y>}-U1bS%tg7bAG|<&o@CgqZAt;p{6EwBJqq$mMvr#=mV&iuedwXmc0we~OZ148 zs2+$#ieUwB+yvIwu8_%={|XtqL5{B8n;&?jm`$)NV8+=EU`DW8?G%9gscmkjmWcdK zJQD5v+=iRGA#y1FXi{Mz_8Zu^bXkbG-N2^Vwu+kF+Dhb#LHO*JW_G8Yf^ac=04Js3 zYbFXBM2qH9_M}~9{>O0yX8y9>pAZZLtJ(mDRa;E3Ve zo$tp$KdT1(!yJ%56c<|*1)27B1j(+}*f0l%L>ys$<>zciu;DRmM9na8umnYfE`Lfq zZFv69Ki0Ee4)T2I&g>=!FWmk-8$?Zcj+-3HWT^2#2OstDc$mN^@62Rl9sJ0{eQZIk=w4$;sV%cD_C%1jCzQ75E!w_mkwiV^g)>n~y z=_h`6B$6D1eW`HT5h-yJIIrmyA`+LGME>BX>8>N#VR*)Ni*S)fXxllZy|^fq_EMuL z?O`4}@IowaZ0-%ocqhFwoRS~QjN+G@6YbGaM)o@rDZUv86Zwn-eqv(gz(Gi&=Rju^ zKM)MOOE^*ny{gty^2Irwrb=>N2fC$tu{Fi@=uNq zVmkv*HLqtnti-4q?Qvd?R>|Y9(J~y?M$2$`AzG%5s%UA=3Y^2VW<_)$9M)ooVZy~0 zL88%wL+#cU{>2+3*mqX#CcRdnYj@$b<;>;`EDd3uok}H<@5c3;oVDdOJ5M-1kR=gS zp2HwOQztq(KR$_NI8~DD;pEQO`>V9nD5l zf1bT>Ou&an@navw@|^c>Wiw-xNvFl|UGL?wh2~@E`+2O+e55kK${|J}@IZ_-F*Ng< zPd2bIG19O7G1A0+ab7fWZ=BaOaqpObiN|1vVd5N%a53c9j^Gxm0FIjw?33#MiG6CS z4rln0Ge_AsO4&0eze}j>boQ&R%Jmp&+K5=CH$IYPR&rgl?y<^wyTrDw^HHf3#oh)kFdFX}h z(B8W9!a!#8sqPf&&f#$vD_MK2T6tf)SdRB{<(>KUL^dLhP@*$LHZ%^)zYo}C*&;K! zV<@pv*?UqP|MAkTY%cZY{jP)Ro27BeFDm7~Uf%?bSEx0|Dev&3X#Hl1icrX4C2yFTz za$m>Zj+3R$bI3w%>`LNPX)~s6HH|h)o3k{F+TOLsDGUc*sbj5i62p(LOk~$3Ch$F< zcl9l1k5@Q^$$uS(?@dWV;}s4);uQ{E;|(0r`Oa%O%!khi!uJY!uM3 zs!ACaZ{l&)I*VDQOhXcMl_|&=eWBuqd)UNywV7Llve0I30a17~6isgCR>!N&+zK3l zMahbIS(LyE-t<#0tB;qJ#e#TMS(L=9Qe?NzYL~$(P>Q^$2JA8iP$_~%WYbT*xUV9t zYmnH4b>K|ppCi7O__H&LS*#3bc<+7w9CqE@d^5efOGW@;h zhM#p#FtY+AaM!P|usCYUb3g*lt$aNeJK9IFi4H!m-3>j&flx^0o4VOqmjt=r>l@TU zo4)*@mIc3Mz{H@IL%)rNIYBL$RP5F%MI)VgEGHVhkgcP8A8+Y5NJU9P0!0ZdrRM$& zg~up~x`B9`4sv4~gCVX2)WnF9cCtr6D_S6}E#g2Jj9~i`Wa*~>6GJ-UHeY23@qS0B zWPi6nb}RvNM73z{2+@3COOy!h4E@;q5<(7djfFeG0zh!Phvja_hRS`iq|O5cJva0^`{E1X^!`Cn3m~Jy8XcEzt<14E9e6 z6$`;8j3pGBpgM#zn@}AR&M?I4pBAhRTNFr;C8D)OVO5Z5VpSj}+Mv|H>Z}c_*sR2W zd)a3s8qja7=1bED@`)ESgs_1_w1>lBRzakB7Amb=td4*Quu8lW51Hr+KSV$-Y>-cE zd7@lyO`ckLqDmxB>iV}>^k1AP6Y8T%{~0(FCe+C&kE#FUM43>N7Gta7EK>s#qby4! zVVJ|(k|<9TJ_!JT`)iRA1wYy@(J;4m5ogoaq6=bnG(5sCB#KK#P#_xI&`Xp%VXiGS zNs@L>qFl5s2CCtLsEL8SNJ{BcjEjXyEIo-pq%|q5JJF;2QmuVApL;1%jH-b+QR9Wq zVs#wkuv;XpTCEIXOl3DGiOX>?mW`(FJV#IuZO37zIF_J-8m6h+cV4gu(@A(?8TINB zSxxur*_b35h)d`R<8wm->yFbP!akJNMA(-^%e}~{LV>@CflfWQYNPP{tvp0!?lDMg z0N+JdQ%Y`RZnal`G)e8%cPGic`ZH1-xmkajZqwx{<@4gS3zF>Hk&Rl-#w5wrOcc1G zfguZXIeU$!Qp?%HN#a;v6wdB}@nLUMyIXrp%=5s0cvv{S@Hh5wlC;W?UbM<(2_<|Z z)+ED8#$0llgLV=kl@oa1m`ePbqN2%f#=Zb!r2@X4^Oj2eoV zk>_HiZdEVcA^-JyDTqwD(rUMKC0HpMv%$}%xMhaB(=A;n+b!cS1LrkeD8r4XrJ17f zCI}TT<$%LA1-p%i>tz+u@E8?we{!pcd(JIi3Ow&t#p8aQN-rJ{yJhkCB=S(+l>&7qy7c~rPPC64xmlCTe{#jSmyphu@1WP$TgTNpegzQ}|BVo$lH2~PGy z6I_?*g?+CJO>Yi1(9syPd-Q5k{u|Y%PDUl2N1@llqgR{woDJ*6Q@220=JTjhQ-Rlp zqfGGHOz>`!X-gyY^qSLS;&|0EmvD}Sp5kuqFVCv{&6FqwMiL%J* zlW3)=@>FcKh#m|%utMYyhGe$Fqv8+$&G@VLQ2fCH(KeWN4<5Y))%oo*_?acBqTeOy zp+pQHio;M0c@}2X04JkY_2)d>q97iRT_^&BJ;jJXcG)8f0Spw3z=L~+K{(jjmDV>% zYZZdm#easwE_U6+D~}Y2&kLZxh#Z0IpvNomad~BCdU^z`L>v1?qS=v@7Q)B^n9hcH zjfIfm8+JSzB@X-8c-gE%Z2&P+p>~^BoE`;J*(~bLa|HFsP+Nio_+17om;bu61d%Cc zS?^WOvKFPoEn3(ZTxW~DGTs`o2~##oL+f20PHwtPo>#7SC&xghs~CHXQ0s3MF(}mF zfY>n>7Qi6^X(zlCX%T-x7An$;#ieoZ89U${+uh9*!kw%1FC z&mwv}46~i1X1De^azh`)(^*2VkRNI5%=UWqTsHwW;)6uoS%`>tOeXBuZ(bgKt3>-Y zF=;BOW9S62bedi=#Hd?Z^?oz8b0$mtFf}5fUNU4!O8KIPfXo&@OoIN9p~lmT9-NAx z{2AGpQ2rc%vTIk3uvCFJHrYh=hGkxHtQ0)-*-NwS4kSUPi<6~ey*UN8vZ7?Qd9gE;Gk?T+#`-o!|ZSmYGZu10S#&_9zsKvm^>YwXmPSy^qw=h z?lZU=fd@y;Vf*ATSS)tVz|km^3_hzC$tw81NtS_yR-xz%cAh}=T~|aHEVTZG&%`&v z$(Iq%b)V;5=dO`h?GIMjGg{4TCLQ*JF3+SCtM{1FQRGxv( zG^W0^B=BB;qpxP=!n)e58uKHy+N@eRO_t8OgztPRIYhOIH8Y_*jN$tsMZ6P*1=g=K z!7k3vgj`#inm1L>D__ccQ^dsOFjj~nn9T423+C@^LlxOzBBL^Skmx-Nayz4#NI@@9 z#EIFklE~ZUz(#SZ7`|pDDU>W^R$y~v$A_$j+VUK80=j9{DF?&n!c<`QNOF3s;#gzt z7A^B2D|m#;3OiC%R@jb0VOGFeE|V=wky&9IHeptngDlaNZ%1~fE8m`CRKY!5%dp4D z3bU+}Vpfn}rXBpM6z=O}dxQGi+UqzJzfCKmCl%hWVGDi_5j>VoIM1h$)7ZR3>d}f) z=yMjasT|81Z;FiW>n${R$pF{U*?=FF|rOGWs7B%;0*A!5faZ(eg%NC$)IH3X56{~0n)KEuo z3#q?2RmKeJdP)?C+pBR`s_T8B8uqXzsfu!qyHn*-g#Oe^v{a*Cj#vr<*(M2t{ccmy z2M-=z3ivtD6DACgS$cICtOHV2_B&*O;iccfutmY}qJjZML4S!_fox3}R)}+JAc=NO zJzQHXFx+LGT*46CLNHtlz@S&f$)dd;Dq*q=#ry7r%?yo#5g$hp-yYy7Bff~|&K)HF zxE$s~`@tLZhnt&uE8%;V=QATK$0zQ;3!`l$wdFZ-d;!lG;XC-!DsTduF3F|iOty9_ z#|avtBCFb`B5MiChLM%M2J+Y_pNy;uY{JOOL6#U-rkVc8$Uw!(p)Orw4nih37iDUPLxpEAd)bKEJ%7e6^NK zpOEy%PhZwUiIYCe#P2cjLZ2GqMa=&LWH!*ZU-APm`7M;X6wy1?8FZmfb<~AEQjuS( zX!MDLy3p%?OFLi?O9bik}Gbjqs93mvCv@7DKvSZ zVA14dFWKkMbRoBpm->y#Hu^fbZe>kbEqyPokr4~a7Z#Q`6r%Y=+y)pDMn?0K!HPD3 zR~pPO?c~?UP=(SyerX%Ow2NQb#IKQ23Z*Ul(hh!U1HZ)IkJuAe!rm_-_e;3_8sS|i zVfIUi{Ssckgx0T3ZoqE8M!*(IJpB?&zeZpdN(gZnVu;fq289wfzl6-M5oU!FuR;lv zUqa-U@c1>tr%=M;uP;v}Fr+g_pfhKdmzH`-W9}G@UO+z<#W4kH<3Te5) zL(0|V73lBSb&r-sp6g5Fr%$;$;)7^w1|LgJ6XDHJl|Wx#t5~3~n^iz;3l$GELyrvl zkW&Q&eM+eUg1#bD0g*>+r<0Exyr)M>-ZPX)_|0A*!AzxFDVPc&`m#=i5Pc%1LWsUM zQXxbi;;0ZRCiXv40H`^b_M>Rp2x$%a6x6S8Ay(0?nnDI1eV?LYj=s52F-I@yRm{Oo-Pbg=)xq^>kK7~ z3{`rWq@t8wr>H2U6Lb}&bo#8Kl+H+1lwP2_i!xqy%UyKI*+%HI5rIBiCptn>v&rD5 zBSRI}bgresnod%*s}$gdwXS-C_!&nnSc62;##r%_*?^8TR3e~Vyh;SuiPa5C2?oC# z$&%lAT|Oev#3SQbiZ+c*eG zb;dH`P_d|T4b?a**U&Prat$q-+B1}J43VGlNs+r521Ei~+Im;B4<2#tL2`l6O E2C3NsLI3~& delta 12402 zcmZWvd0I}>>{pt2d|dq-@{@|cYc4#aftTetfz1@cnAV%cS&lzp>{G`RbkRWcQN4)~yt>17PZQdYVfe2aR56nsK~GQ zV@1%o+rel>7BrW=Ml5z8qw1jX4l+n9RR1i4t|(GT+(5v}qp|YB1VfyQRcCrazUyNm zMKNUV$l2m*tgIQ?R$Rt@Z8Pcb!pKher_S_-0y$xMBk@hF%q`3pAIHk=lk>$#^wv~f zog62QGEsZ4Q=mW}=pkCh$;#$s+30ljLxkU8Szza9IQSLBY{ zP?0xogK>MDJUX*?(Aa>rCV-tC+!?^#<7c^RsXAyphaA%i<)8`cVV68VVTL#q$Edkq zqxO(d5+}=#X38fgu7khIbt4Pm6M1xG7MABn-Yz~tS`)XkafForL(TRS{wcLM81!_IW5yWHoBiez=QHa?*w^g z#T3`$)D$$Tag2PqE)bV!jA71fwqci?IJ>p8yDY0MlH;cb8 z^JcY^|C&3kE;t)09+*E52c3rpWraUFF3^ zPt=W`hx9dzV*%ci<@55_clU^6Zh7i~Q{H243#Cup+IYWpYvcW!8?AMVY*iI6KVOm| zzM@xcyx5nVy?7BiJH*?z`nH1^+v;aal{*zl5Vquaw$k`JrB~bI?z2XYgQ)t7hr{L7YpLiF3M!1RRQn)QIzpf zcCl)^yOx^J8Bww!h2BNdU@D0 zi#+U^Z9Hm4FBmKqM0m}$c$FU=Bp%kZb4^<8qP;ki8MgO2#bqyk(Sz=g49n&ArwhG~ z$!9O}J>wOJm;}vyZ`;~KT=Y;# z@Y-$01&@4w>mc!iM;rKe9+esc?F4wO_k}UgM)<6EUjH2obO_D&Y7c1cb$YAhTp&cET)w_o-g@zVdZduK zbN?{WFHx4Q>;S!F>z6Kz5sBKGdQoS+W(=3350r|@iEK&H^@$uSVSy}uxd1A$Y@sd$ zAja#Yp~M=VkWg0$Ymg>eT^j-2WZ}g&VhXa{6M{#nR!%&bCVF878cKH@+Xk+CA_M0? zoGbSocV$e$MiaRnQ9>r_Q2BZyhst*oIaI=*k#~}MV+gc?x6Q%hb;LZAs3Yd9$V5lX zDTy30<)2;+3*=+QNAE=%M#sncM0voUB&+KOxGz&}(D+uv>pd72*huhxdT=E@61?Hp zh6#_4S7n!vHzn)7iIa1_Y$bm^*jQ#J4;I-z?ROy`FEn14&%!LA+Ft9CFK4uQBe#J)Ce4Sf;Zn&uH^I&=<25)-{fj-e=Yx~EZ9(3pa(%`J;l zV7K1BO!C=L^#PyW!z`k{AtNZu-<&I+@NrPBMn<@Y!M|Hu+TouaRl`1xs*8LaRpni%| zH__40aU`1BuP3zJuP1c8KQf_hL_V^{pgD$W^qeMR4bG_#2eaqY=Xdx*J~o=O8Hkd~ zZ$%NWqnd-}7F*warmlCrw@B>Qx{AGi`JeX=i8okT?_QhjVZXfbeyKPe(eDGlT=+pd z@umGr8$}1bR`*6k-RrixN3^>Cvem^=N!{HJb$2_}Jrbqvo@lvjbsg2LZebv5dcQg~ z#Z-CT>BXX7AQJ2X=8UeHFDvuANYm(_I@3dp2n%Ee!C>oy3k=r_Uh}b?N`#-L9d;EQj(5!6Oyc0 z*D{G?-B_y8u`UH`P-Q<3XRD0MENzj@b-yJxnkqMrmdjSzQOznp$tvUYa>^vz|L-kV zE%n8HEGkLo8!_so@eqRtOEWKTfn9a6SGow-F-`JLgv2Em|8thumBfpC{?!V4BJ2uKRCh zgpoHzCFjo5heXp37taqQ&llAU%3XK!lea=hPxzs3Rq;sjbWSvXx zyS_w>O}2BXhmj(ZON~xuM7RDpU*IDl+T*7oVk^Vqd5Y-tZf3En5imtw`!Q9`%!9t- zOP3TbHairU&h`n6vu3Ap2Beun@u>5jm@THwz>T`o8%ED8lAu4 zlWBRIEwN}U&Y5mfRnWMBtnrlc&aGj1YTKlBU}1I3GVn5qzhp;+I2!xuHQd0 zAey9bj)Z@dBQ;5}awG^b&AL#6h)>}(DK3T6Bq*_%4z!r!_7f+H2BQuG%??(cbUj(0 zBRMtTJZW_b1%{Z>s0imt4ii8>Dw4Db-N;n1YvVQ88*u^kXMnKSo5HK8crHb)7I0X+ zp2CLx9EqlP5U*iNL!7zm9(A%I1mOdevp^hA;jJf}Gv8?A3E!A+AI9Lh{dM!LWh3a< zxM3>J#H8|ytc`7J8t_k+eUOKYIMZ?t$lH!ARTK+_5LA_oKrb-bRSuzuxY(v~JuflO zVGWwY4iwrphaD*qbFf|I5E7Wiu*;#Lwfs7&ISh?R<;Y9W^-()qFvG;Jvm0i?3{@(i zqnMUz1rT-31%5Ry9#2;uNM$gmq2>`V7pKbL?iRv$Qh5^~1Zzl#f|M{rQ*k{%a%gSr z!Cj?%W_LPlVFD3OWsn?<^s@A_25JBQ2WbfojUc^XgM=ayNRx0Z8>C68{{_+#5+-sv za&NTccC2<(Gf0=CL8?oH$tFm>d@vgtr~^I(>6cXXtqX*Inz75r&wxq;%AxRjrPsz*A7I z#-_q)*FH_O*CcYO{pHYAZA*g=qB@O2tx8LWne>dYR_#xRQaHsh^7{3D8m9eyh`g2Z z=RlHtzdBJJ&wv5&B@uP>zEAwMKYx*?h6l0bAKaZ%1y6J<%|ep=?LaU1&B7gS@}pWF z0*{lJ!B1D^Art%*dX9MOZ_S`(L*uH3zcDwkyP~vciN0eflWmE|)QTiXSDDixS@moM zjntSd@Mc^^8q*k$J9MDMP4rHu0|O{gbDBUODAjWCfx#e4j>w6@J?VOt>yd7*a#z#z z8Eb7eR1qiZ$iP67$THV6osJCDoE#YJo=4R|qcWZM*FWZ9FKni%IhYIgLr+!I6dn{C z)5+&uHAIYnQ$qeQpS8js5~+op^8sco^jP3EiEw4vnXdi$Ev*CZG2XOv=%x_MF>r`0 z2t%k*fEPdhH8_lo;hJ>vW*ftNqc0t~5{P;={40{1aITF=s0ZiO@ETPGjjLM2H#=(! zWRvpafk)*0;7Yo+LW+hN`c$?-2KFQ^_*6DMgAWjrGk9^tKUy4hv4P@{ELW2xm z8GlXJ2MB#4%!(~$bSyhm(-xbw=AsB!2!ae*I4VhA8{qOf_2IQ~X$G&2Jy9)M8$Hn$ zL=M}I*T!n5g6jIjR*(d)Cu#Jcu~{8$4y|>9xlxU24O?Mj{m-r8EV$}5#UF{HNVy7O zp4gbdhVVuq%%^Aa(eXtv6wVP1Uun4hLcJmuafj;J1`5@MF3?!bZU^JxTTO>o9bS_T z;ru2;`PySl{E=Jfw!_)Tw;isaKEQ}kIUUfZoD`gIHVx{0GdsxnCSG^67B_Iyfca)7 zRq1^5FIa=?!)X-Lwy4t?ygq!lDOp`;1+nVX9T00}o;Q%xw5AUu+G(lTIR^*%G;b6x z;B@hEPf(|xchiuO)brk;cFF-k(Oc`kSC>MwT_uoY`TFr%W=8o?7Z^yjG&AkH;>>KN9=r&_Q|eGxI4fR`0QsT@@+so1 zL*~9&qJCU1I zg-NQd<0n0!T3p9_-^lFx+I-D4p45OMU!*ClG+9e8qJdZkkx@=92(%KAV` z%w4DzXRHp>F*8=!$W-V|yp-1a`+^HxyGV+lu|wtb!^B{#8rlz@6^?a{ve2)pF62Ik!__e4#Gq>pQw0goYBw_$P@Fk z=3K|C;`tC8&SyBjZ8)EWIHJdoggndbM5b*mpF5-_w}X)ihQPgIQl>sczn4acoT5*( zB+!c@%vP;RAw6Lja@0FNp@x*gmtth5<#?WD*cfrV;i|k0hPhW$P0(1CX&yAM6~i-i z{2K~u=$SBHI1DkaW$47S_&1PesFT_@3T=-rA8|QD(F))o{YB7wmRM`_>ofI=__0Rs zBTM$}aGIYPHR6m>Ya8~nQQMYjqSh>r(9&M^9X^>}w!<+FFMcsutd+=Ot=f))4dPa& z?O|!EXf(8RClgi3sLy2YYNgJMK({0Bx()l`X*vFpcipCn#zwsBchoUYZYzot$yw}O z0d?^n^sZ5w;|Pl*dDc{$dIVF80R8EU$Xl6u8|ajtm%5rPUh0OUUhGs3!!VsnY-K9) z7`la0mE+)fd99I0jhO&t?iV!xFJ$TK{91bDso?AU0d$?O3MWFDsLfL2QqkdZCS$t! z!$f%4{l4ycLSu)i>wQF&GYMYD|N74-!2%Fhv-D2$a+bo1H7aEaM&w_!*tITOV;R3> z)$g1F!vJ>)MN$QCiFdpC%Ut$9E*uY)lR>-uL;eOn}H1(f6tQ8x2MX#57UR*EOwdW_rV@mr7Gt@ zM_8ern**m{1EJ8-yTV35Hc_ut!e!WPbXHyf#=XDDou>xx_ zEnkAnY7T~ThqUf@PP%9F% z*&rZZjb8-yA}gCr!4sct&2?t|$om05cWX;6g=7hyf~Z!tbuqN@M$>2Oh%rEw%{TWW z{pdMI5Fp+J=^MLE`HvxkZ5Z1v3q+`1MmLu9J6<>|it z>%UkAA)pruq0N@Vd*Y~uNgQSZHERXz5T_X{?_pc2Q`z-HAA$gguWYcsjB3_kIXY;t zeu)C>KMWS#YN+EYap(D=2JA--7z#ju9Yn4+UsLYB^bfJc1nl+bu^F)F8Vy*7 z90m+w;Aphr5!eZ3^}k<@-V4*~-+UBaZkW+K2g7$yEGni}Os=S^SYmvFpBWiv8jg-N~Ej&pvexZWC;n4+srDAYFUo{w9(0#wb#dbVH zHU2;aU1jTnE@urc=t|Gvf^NGEF6gGm;DRnWjI)6%Ea?hB7j!aia1o}B*eWXMR96>t zhG}p?$5#dybVg%vLB|vZ7waioe1ZzvH|v6Se+Cy%V;*2^p@Q=FDlQGmL3ObkBb2d| z3Q8|@K})8=MHuJGSVaYeMqN-8Ft{KGF}UbTbMbpB$OgDru*N;ReAX2DmTw+?aB0wd zmAEUWmQ+-g;8dxjPeAu7nxHVxP}r!$c?ug|{17i}Oylw>mo!^pgQly5XDQ4x6z16p z^UQ<|nwk=xkuc9jm}er)vk>MP2qXH$htLl*=wTyVg@BbX+F?dI%qWK$;V`2cHVEDl zMm5Zch7E$Wgn`6fh$Ie!=#(&cVFnIaBMv1DSeU^IGf-iJkSbw-!V4<08xb%)mA3|l zh!=9y_!`JaJWC(TJ!E`DhPp3DT}*$BDIOr7lPWv=|el?XR>6A<By5Je=3%cVy>2zwKKU7{U{zLn69 zM3?N^k?8(eI}%;K@>Cjh@2LHVF6Fcz(N&f9qh0j0k{n`RP6PE7o**^ESC(dCL>eNA zNb@#5YH8R3>25~*9$iCd-=l+Q?R#|Es(p`6DYfra(@<;43oYf>X7F&mBEu0yWVq+) zQ4hyHOUG>5UFqOQyX!{cwV9mKVz@cvU`P}ZhOf}0W=L*s&|Y6VIBiz7gKs5XJIIeM zhC8wx42dGb@C|y@3^_2+=0(Q@O2l"""In multivariate time series, indicate for which variable this fuzzy set belogs""" self.Z = None """Partition function in respect to the membership function""" - if self.mf == Membership.trimf: - self.lower = min(parameters) - self.upper = max(parameters) - elif self.mf == Membership.gaussmf: + + if self.mf == Membership.gaussmf: self.lower = parameters[0] - parameters[1]*3 self.upper = parameters[0] + parameters[1]*3 + elif self.mf == Membership.sigmf: + k = (parameters[1] / (2 * parameters[0])) + self.lower = parameters[1] - k + self.upper = parameters[1] + k + else: + self.lower = min(parameters) + self.upper = max(parameters) + self.metadata = {}

[docs] def transform(self, x): diff --git a/docs/build/html/_modules/pyFTS/common/Membership.html b/docs/build/html/_modules/pyFTS/common/Membership.html index 1389c32..2fb602b 100644 --- a/docs/build/html/_modules/pyFTS/common/Membership.html +++ b/docs/build/html/_modules/pyFTS/common/Membership.html @@ -161,7 +161,7 @@ :param parameters: a list with one real value :returns """ - return x == parameters[0]
+ return 1 if x == parameters[0] else 0 diff --git a/docs/build/html/_modules/pyFTS/common/flrg.html b/docs/build/html/_modules/pyFTS/common/flrg.html index 9c486d8..462e72f 100644 --- a/docs/build/html/_modules/pyFTS/common/flrg.html +++ b/docs/build/html/_modules/pyFTS/common/flrg.html @@ -178,8 +178,12 @@ return self.upper def __len__(self): - return len(self.RHS) + return len(self.RHS) +
[docs] def reset_calculated_values(self): + self.midpoint = None + self.upper = None + self.lower = None
diff --git a/docs/build/html/_modules/pyFTS/common/fts.html b/docs/build/html/_modules/pyFTS/common/fts.html index fd5ad2d..9fc8273 100644 --- a/docs/build/html/_modules/pyFTS/common/fts.html +++ b/docs/build/html/_modules/pyFTS/common/fts.html @@ -581,8 +581,22 @@ return len(self.flrgs)
[docs] def len_total(self): - return sum([len(k) for k in self.flrgs])
+ """ + Total length of the model, adding the number of terms in all rules + :return: + """ + return sum([len(k) for k in self.flrgs]) + +
[docs] def reset_calculated_values(self): + """ + Reset all pre-calculated values on the FLRG's + + :return: + """ + + for flrg in self.flrgs.keys(): + self.flrgs[flrg].reset_calculated_values()
diff --git a/docs/build/html/_modules/pyFTS/models/multivariate/cmvfts.html b/docs/build/html/_modules/pyFTS/models/multivariate/cmvfts.html index 49d462a..50a7df7 100644 --- a/docs/build/html/_modules/pyFTS/models/multivariate/cmvfts.html +++ b/docs/build/html/_modules/pyFTS/models/multivariate/cmvfts.html @@ -156,11 +156,15 @@ ret = {} for var in self.explanatory_variables: - self.cluster.change_target_variable(var) + if self.target_variable.name != var.name: + self.target_variable = var + self.cluster.change_target_variable(var) + self.model.partitioner = self.cluster + self.model.reset_calculated_values() + ret[var.name] = self.model.forecast(ndata, fuzzyfied=self.pre_fuzzyfy, **kwargs) - columns = ret.keys() - return pd.DataFrame(ret, columns=columns) + return pd.DataFrame(ret, columns=ret.keys()) def __str__(self): """String representation of the model""" diff --git a/docs/build/html/_modules/pyFTS/models/multivariate/common.html b/docs/build/html/_modules/pyFTS/models/multivariate/common.html index 97818ef..da404bc 100644 --- a/docs/build/html/_modules/pyFTS/models/multivariate/common.html +++ b/docs/build/html/_modules/pyFTS/models/multivariate/common.html @@ -102,6 +102,12 @@ if variable == self.target_variable.name: self.centroid = set.centroid +
[docs] def set_target_variable(self, variable): + #print(self.target_variable, variable) + self.target_variable = variable + #print(self.centroid,self.sets[variable.name].centroid) + self.centroid = self.sets[variable.name].centroid
+
[docs] def membership(self, x): mv = [] for var in self.sets.keys(): diff --git a/docs/build/html/_modules/pyFTS/models/pwfts.html b/docs/build/html/_modules/pyFTS/models/pwfts.html index 593f10c..8d4c2f7 100644 --- a/docs/build/html/_modules/pyFTS/models/pwfts.html +++ b/docs/build/html/_modules/pyFTS/models/pwfts.html @@ -276,18 +276,18 @@ #return self.flrg_lhs_unconditional_probability(flrg)
[docs] def flrg_lhs_conditional_probability(self, x, flrg): - mv = flrg.get_membership(x, self.sets) + mv = flrg.get_membership(x, self.partitioner.sets) pb = self.flrg_lhs_unconditional_probability(flrg) return mv * pb
[docs] def get_midpoint(self, flrg): if flrg.get_key() in self.flrgs: tmp = self.flrgs[flrg.get_key()] - ret = tmp.get_midpoint(self.sets) #sum(np.array([tmp.rhs_unconditional_probability(s) * self.setsDict[s].centroid for s in tmp.RHS])) + ret = tmp.get_midpoint(self.partitioner.sets) #sum(np.array([tmp.rhs_unconditional_probability(s) * self.setsDict[s].centroid for s in tmp.RHS])) else: if len(flrg.LHS) > 0: pi = 1 / len(flrg.LHS) - ret = sum(np.array([pi * self.sets[s].centroid for s in flrg.LHS])) + ret = sum(np.array([pi * self.partitioner.sets[s].centroid for s in flrg.LHS])) else: ret = np.nan return ret
@@ -298,19 +298,19 @@ _flrg = self.flrgs[flrg.get_key()] cond = [] for s in _flrg.RHS.keys(): - _set = self.sets[s] + _set = self.partitioner.sets[s] tmp = _flrg.rhs_unconditional_probability(s) * (_set.membership(x) / _set.partition_function(uod=self.get_UoD())) cond.append(tmp) ret = sum(np.array(cond)) else: pi = 1 / len(flrg.LHS) - ret = sum(np.array([pi * self.sets[s].membership(x) for s in flrg.LHS])) + ret = sum(np.array([pi * self.partitioner.sets[s].membership(x) for s in flrg.LHS])) return ret
[docs] def get_upper(self, flrg): if flrg.get_key() in self.flrgs: tmp = self.flrgs[flrg.get_key()] - ret = tmp.get_upper(self.sets) + ret = tmp.get_upper(self.partitioner.sets) else: ret = 0 return ret
@@ -318,7 +318,7 @@
[docs] def get_lower(self, flrg): if flrg.get_key() in self.flrgs: tmp = self.flrgs[flrg.get_key()] - ret = tmp.get_lower(self.sets) + ret = tmp.get_lower(self.partitioner.sets) else: ret = 0 return ret
@@ -472,8 +472,8 @@ for s in flrgs: if s.get_key() in self.flrgs: flrg = self.flrgs[s.get_key()] - pk = flrg.lhs_conditional_probability(sample, self.sets, self.global_frequency_count, uod, nbins) - wi = flrg.rhs_conditional_probability(bin, self.sets, uod, nbins) + pk = flrg.lhs_conditional_probability(sample, self.partitioner.sets, self.global_frequency_count, uod, nbins) + wi = flrg.rhs_conditional_probability(bin, self.partitioner.sets, uod, nbins) num.append(wi * pk) den.append(pk) else: diff --git a/docs/build/html/_modules/pyFTS/partitioners/partitioner.html b/docs/build/html/_modules/pyFTS/partitioners/partitioner.html index 3e14193..1c61b54 100644 --- a/docs/build/html/_modules/pyFTS/partitioners/partitioner.html +++ b/docs/build/html/_modules/pyFTS/partitioners/partitioner.html @@ -107,6 +107,7 @@ self.extractor = kwargs.get('extractor', lambda x: x) """Anonymous function used to extract a single primitive type from an object instance""" self.ordered_sets = None + """A ordered list of the fuzzy sets names, sorted by their middle point""" if kwargs.get('preprocess',True): @@ -188,7 +189,7 @@ :param ax: Matplotlib axis """ ax.set_title(self.name) - ax.set_ylim([0, 1]) + ax.set_ylim([0, 1.1]) ax.set_xlim([self.min, self.max]) ticks = [] x = [] @@ -213,12 +214,14 @@ """ if s.mf == Membership.trimf: ax.plot([s.parameters[0], s.parameters[1], s.parameters[2]], [0, s.alpha, 0]) - elif s.mf == Membership.gaussmf: - tmpx = [kk for kk in np.arange(s.lower, s.upper)] - tmpy = [s.membership(kk) for kk in np.arange(s.lower, s.upper)] + elif s.mf in (Membership.gaussmf, Membership.bellmf, Membership.sigmf): + tmpx = np.linspace(s.lower, s.upper, 100) + tmpy = [s.membership(kk) for kk in tmpx] ax.plot(tmpx, tmpy) elif s.mf == Membership.trapmf: - ax.plot(s.parameters, [0, s.alpha, s.alpha, 0]) + ax.plot(s.parameters, [0, s.alpha, s.alpha, 0]) + elif s.mf == Membership.singleton: + ax.plot([s.parameters[0],s.parameters[0]], [0, s.alpha]) def __str__(self): """ diff --git a/docs/build/html/_sources/pyFTS.partitioners.rst.txt b/docs/build/html/_sources/pyFTS.partitioners.rst.txt index e2364c4..8502c68 100644 --- a/docs/build/html/_sources/pyFTS.partitioners.rst.txt +++ b/docs/build/html/_sources/pyFTS.partitioners.rst.txt @@ -67,6 +67,14 @@ pyFTS.partitioners.Singleton module :members: :undoc-members: :show-inheritance: + +pyFTS.partitioners.Simple module +-------------------------------- + +.. automodule:: pyFTS.partitioners.Sinple + :members: + :undoc-members: + :show-inheritance: pyFTS.partitioners.Util module diff --git a/docs/build/html/genindex.html b/docs/build/html/genindex.html index 5020778..05cf963 100644 --- a/docs/build/html/genindex.html +++ b/docs/build/html/genindex.html @@ -1320,14 +1320,16 @@
  • operation_matrix() (pyFTS.models.song.ConventionalFTS method)
  • - - +
      diff --git a/docs/build/html/objects.inv b/docs/build/html/objects.inv index be439e4478ad593430b265285c500dde84dbeeff..0484932fa48118c6164601fcfecebd3d11b7f495 100644 GIT binary patch delta 6071 zcmV;o7f9&LFZVByc7IEA<2aJX@BJwpv3qUC%tq{GZti+@?X+v$R@KbLTo@1uNobP* z3m|Q)Km7pU`%NYiszXP+B;of@fOuqrcx2a)Uk`WL^>3+&i-g|&MgOfo2`+h>{8#ze z&;Nb*^H1fcN6Mp1O60SeNYZ|}nmTx(L=}=^VS-=8+i!mq{C|ANNzPQxA_G1ZJj$8i zcYmEhuQDGQl@Y~+e!WnZsLz~!FG#}jD+2NxrhOzjAyAG|7hI?!At?ea5-(JeGYU#( z3ITJbc^K;=m+V*=OsMKdfJJ9Kr}Bj)_~cAzHZJx;$;(x-m}0WRD8{IYDaj}jrgOcIZ!3w`)D@-E)%YChj`;4{am#$+1X?3}cd$lYb;Bb+fGj>%rY1!$^0LDR<0q za3s20YfMCfMnvTus2&&8mFE}g-~!^|k;NINkeYYUz8YCZqvnV+Oc!(;5o zWL#01w}0j5jH^P2*3PCc!|4_#6xynfBOx-%J2fgkI`Zu3(wd9Z#mrDcXYYQBj?rfg zk%-+?8CQC%b3;6Kh3gfC$85~Vc*stqV-ihEQ^Bo}BT^;oJX|RQk_2!G|^=x4lK=dEE7IZ9ezDM96rDsZRgKwPU%6!G*OS*C&QyYWl$|d}Ar&z6n`GezF4GcqF`xmR0uN5u3w3-fmJxiZNq~pZA%8eW z(BBKfb4kyRnW{0t@8%Dd&?kD<<*usw0LbJ55iQe8Y{Y4V9dfRL`X;HH<;iDmno&F# zUUd@2br+JF7~2QFbQwJ7VSk@jzDAhn6v{7VI)v&=6F&(ZG*H*{!N=myKd%RxkNc1= zX9FN0Sw?w0Q3f!O4zqFuSW43)m4E8OG6a}@%3SHTm+obK{Ot+&q;$$U^^V6=r3!xg z)viP*dD$D$eW{HPS4ufP zI7;Z`S{PTX$gV!91<&!ZX0f#&YFNH-^a1u%4q@WU;>3f+%>agtHGeDIeQ`snV`e|} zYELUJ_nBS+p7J_Z(p0?cw)bltP>|-WGhk#GP=foIWI21GAKo&vPyjGCY#^G+x8&-W z;Yl##FM7bGKG04v=1|}l@%B!*v29+Qk>yHH?x%=}`tu z5*Z4p;Ou)rPb{IFKsuIFBG16i%_KFi1wZW^7n^jz*T-%8C&%>FN&tCLdq>QcVJ4WX z@DL72#4D9<2!HrXz5$2D%?eO=ieteR`T;qVi=9z-sv(k^nR)G4Mnyu*X!$~tg6_{% z4vo@v%Ah*$Z%-2|QGt1g-|ofMv{+Q;hhCg!xHmC%(|%qrgDQ~!HQhydKXu& zE3nYotxJL@R|im(2wv?yZh{&}wqlx-(v1Zga$-4D+kZ4CLO(BSV`tq)o)Ea z^f%#VbV;SR=fEpO97ahQ2<}AWl0w(~o1`{q`dTq|#4EkDUqtMjzKUAjU0AZ);TyyB zC~rw}|MHVb*ddqhoQ&lA=PfMeSm?Zj=Fjkz>3_6E-uBk}W{)iHq@%8m7 zSc4y%j~7w|_e?(O%0v0N4w)R%Hzx>AX0k>Je>=Q~*{u`8?d~Rq*v+L#l9cis zQh#AOsi8TTAV9K_U#O%-3duv26q~R|e}K_89nk20T7Q7iCSE?Vs9G?#)ABZPyW`PrYG8zir!|riJs{-Jlk1;{q}d012Z9oQc3kbdVimI zmC{YurSMe2RVF}wb)6Jw{3!W8>o3=g%4R}rIA_p&Ig^3T4?am2mxo57fr4u3PIW-y zWS)lPHKduKHJcLIi@j9^g-PFNRLrcz+{>y@G@CucY!h&1N#&l$(7nf^{dnmji_MnR zn^gLB&w*#JM(7whb2q{~(5`=*YJa@t7c-?*eHmRScSst%6a2-jMK|y2rk8tlQQH{H zORoUD`DIu;VN+{ub|aRSEbNChK4Y_3&y_g$;$xL`cBn|_;H!25;(wWg+;V&V3ZyDc zP=Z(c4^T}S;y{mo3~8TPoy|RlQQiNf)#(h=g@ObN%CNG_J5)JWT^!E zB0##`E5E+j3srKZz3dk8QdnJs7fzxMu?)(xgNlu3ijBg zh}n`eJ!83(X_w2@%K*`QlYbsHI8=XN4!NrezPjIaVWg+ME>td&4+{}vtJy4c=0I9E z16bcKVtW6@mcYfP4Sv;*y}hmi5VTAXYX2$OAN?-Sq&sbQ^fLz7^*!udn43?@8NniO zEIom8iloDG+MCd?nyHDx21+GaLb2JHs&$+!>Bhpa#p}L#as`e69k7{iQohz9;P5NL<>A zyPu@!_k!|>E^p1<&z;*8yG-Jdq-JT`lB3=E(aNLj{P2m|iZuCN6ouPYn5;1)fxYDQ zZJ%gLN0LXEP_aLK3xBP56$l!++7iIx2(>rxdK7Ac4UZbD+j)E_-R3!U1#j}aRz@** zf$B!6gz|HKam|cM2}|fn`;81bigpme=QNYzg}S^`Tje?Ux$A78SGo+|?^>+jz+TrX z*eM`grGq@Y(VptbI@-9 zOg+0ih)6S2(to|>232^|B{8@X^*Mnv7lZ)CW{&@JtKka=13H))Yz{`?^wop(oE6ZW zNv-}81WnEKxEUoa0pTxj%h61p}fFz9I`rZ>7JAY5XL>9iGpgn5Fr-126!h{@= z1B|iI{83XtiB~@(cZm%)%?QIx4tCEDW9V#K7lEO)Iw$QYg6maH!4XG6E=>GkcMi$x zd}ZzZY`M1ff4UZAJA#AN(0W2(A9>5F0UVL_>W`zdvcSMyBoR?_iu7!MiYK#WLd{)m zOWf$L(tn)N;4vpw<2Hq+D_VI9MyE#jD!N+hmBr3!QGK#iEiaDQc2zIl*}A+p z7k_PC8r@Ox)eDpv=^l&Zvm4l;=BYVuQT8y%m$Dw4{}|iVWhHC)VoNjz-M|&|V~b6%gn| zj1^{e66(rf=u7AqrV5g~3#y83y)1Rh(DVJic3e%xp9N{Bqtxu(tq6v!O3dS z*K-%@-L^Gdv6I^V8tiZOb&BuiI;rBZvCivxue<265lM+NOZRg6mKP+khh5bfS&B&a8N8sd zAxy>BTAMw`Q`{IWV+yu2mg*LQD=|A*sL@!O7DAzKnkL$;v~t$K-WFPJnXKJ3_k!s2 zf|y)Q@1#Fl+1%?W@Ji{kPyV%9qJz%Ah{7MZ92l-%`Tiblt>Eq1)_(%t9&XCGrulpd zt%A3T)Jph!)UAfMhuuo}d)(g2M^Uq?z$4mc9c>l7)zMa>e9T@%uCTSaHOR407-=qk`nX5AK^msWu&E zV4CJ?5_W?Ff@qgFW=wr#4)yVEDs14Ru71R)HL_`g{#`M)4hcGlkuQdcB_E#e` zau+heN1bjM@f|xS0luiwB<<~K1+34QK$vByoptPCO7zJ6wtLCLBpJHiV+tlRQ*F$G zZ$t}0%R8<`ro3bGA8dt&N?T1$&v1l$jm~(y)3h|aQ3c>&9DzVmm<3&JdcW0 z{~zax%tPIuNzHzI_=r-5!I7%`kR>d~!O`~7xWgE44ha8LwSIS~GMT+UiWiE=`-LXr z)s6S@-2*~})_)Z9A5KLc!`v&dVcJ#xVT91Fv^1Qa#qj#O2;nRf#UVUVg9%mx+g(-# zTjSWx)L#oCCtc~ixh+A}|8R0Vhjh>Nf$?)f^U2qFdo$j!+P`qJzYKOSgm2SZy!Ync zV9bX7M7y5h(0zk9!f(xPZXe9q-RGNG<}BkRp-EWa6n|rn=b=28XYl~mHWd-4w$BjV ztN9$5zUj!soa;3GX2F?1e?6iz+RV+=H;Q1h?Pj}~`~95Zo%xaOc5@GuB8cAs!@}&%FsuPfVk5eN~=J(o;EK<)J{d&8EuuD)0WKNxnp`nXfu;_p|zXu-%)# zcG}+ERew1(taZPi8`pZjd2G)Oct6}*?uosmIT%dGl1N(BEa=qJ^{u(Izuu?#3zg)o zqyKZlo@v4^Lfkm}M>gBNdlWV9R2apl@Oysa5|5-%sx!@WL**hZ65aE@(A(<9l&k3j zNPLR2(@Fa$b`NeSPN$hp+n)h6&6s47j%I#b+kg5Y)ok@-1CQFzMUosz^qf$pM^YK< zx-QSOnpV4=8TKy4+xKd7?yN^eMT=Pcz#6`AMu$h$n|CG)KCM5|Ld4FR&oM=D8Z{^Q zJC&R!hg69C!phlNuwyvE3oaPB9Z{d{zdfRtj;wPOSUx^%2CnGF zlJ!v5zEZTTXsRn)ebf;yOQ`#sGRqy)%#|J5bFRwrs0W!#O60Q|Cu+azr0=HaqpBS? zBTTgvwu7km;`EZ+jd-KP=F@J{a=TtH;eSQBOPwd!8^a1;CBg=65VTIXEjE5$IgE}thv@BJw%;?32Jo)_^hb1Sdy8JDNJWY4^q3j-n{30)*X z17xYxpMJ1#7579!K6G?h5`O>0o(TeAe);%qcb8xOmh!kv=-sdCZ}mxVD$?YC>}PNO za`)yJ`{|x$(J3Y3S&k%Wzg$cmJWwJ_L9sBwTmJgxk1{*%3V%{CS+Gch4`mh=jAwU$ zoj@-#9~l)9#e{x4QI^Qh8U0a`gcTPAVK-XIVkT3rXi)1myWQ9?T(G*jXQzT4NDG0or zWqXn!lERdd41WWc9>Rhn6~6k9C#HvBz*0$(FqkzdPekMyl^7jKBDK~t%bpW80wcAF z8s|8mKT*}M)wFk?kwkTI*UA4H7epr(N;R(v8sizMW}h@y$WT;YNJMs?@Z!l6*NeeE zn3843goao)e=k_#*s?StAlg1PL52m{mkAMJObT)kB!8uDwl!cixocz?sUb4W9CIA( zi5k`#6Oo`1kwpip<^_4liW7D6HJ8W;gY%+ciBOB~&Dt8=2!bI6XF8hk@d zMBxdVCnUlF3Q7tZHXrLAlTg>TM_&s;qC(GMdKPk|9at7C3!U?7JpZQ74}z!RK6YfX zOj1#_<$vdlt3rp?&Sosb85Twq+NO^q!E>5*T2#Duxnl*uB|BPLBhIv9{D{V3|q%r0r@GGidrTGdr=)y2lD6=-pV^a6!OEX3Tg!X zr--Sz&*DcS3Z|h*3aWFyv;8VY1BO*kZKn-srx6bdk_txg$|8(uCRuR_)l5>5>_`#G zSF;@s)!p&DCOW!>16Ur=_qb$h zHa@mDo}%GJnc?;p4aDm#hK3V9b^esbzuQqFqEm?G-^ql4?fy4B0cy73d7>j0%uOTXz`X=rTwj{0Gtq1{9LyCxSwXRDanD&SDf8 ze2f}l9Z*cls!e&$AoEm~s)<)(;p|#u*feP8B7=|WL)0b5DK@ikTs>}p!tAcJJukD^ zVF>79!e&4Q!Vdb6!^NGTERhAtB8rHT2&|dKVF)PXN$ddA&k77sIaAV+lag1KmTB0I zRt?%8*}1_TRp&0;JApRExPK57P#q8b@qPPz+5%KSktFHC#fIQWN+}%~k{z81dXIWB z@nB*tMUCCLqakW=g%EaJ6f}OvlZ3YO(Dtgm#*A_|xK4|_fC$|gw$63S+&wMMlxFzg zD50Z!VO+61zxbe*S%Ht$o2~s&L;Jwd2iQ|Ngo!VU6Au;|2|KB(Tc*R62$^UE*SFRD{cog(V z3hIs$oVi0}%6V~8G2wR9#PQ@cbF4jVSuK^PEJ;{cu$01V2%4w9=2!xaSyUj9nn#Ne zjv#0KAWeom3&|^!Kn~5y)I3@EUmzgiBo1lz;*y;2{{SY>Rez^bCF)>6O>nTm9L6sb z3atZq;^&a)2c!Bl7E7nD?^!`IJG4Uc#NDx>_E0V@wZFd$3Mq&%n=kT97$v1tvkaKT za}-dSu^%Npu!Lp=GO!#HaRd%-I;nmv_-W(3*rWqKK5o-LIi|060*I5`I%BpBy}(?B zhj2i`&s4Y};C~PKt~e}ic7VE591FHo735GZWUm36RiYeWoSg^9-s+q)ee> zNVZ~H5bJdU4LPs^s;&EvbdjFk+qo%yd%(t>vb19of`6RZ?+3wk4|F*rQL~GdQIss| zN2bukdQSPy-$Rq1NayTHovSLQ1a=mUv^z)!c>E`BpJD1Q@-vUwQ1Dz6vwmomjHjLmR@>v}{OX`}U4e*sc)noSYQf*98n_U#h%> z`p@vpRNAs=hu3YZGX{4^$hPIP?6CTJ`1+QqtA8Ksk7rT@_e?yh#zV7X9pgBpZ*J%t z&18#O#hAYCa}xBH6%l6{ARARmU4r+8SEx_n+_n$xfKfq{{4rp{g zEx>3U;2v01ZOGbad7HRBQD_bgFp`D#w0}0#nii<9aa19nD^G=vF;BxYNuI%s^NE>5 zm`rXg<;gSLOC?-I1`ZW`q8Uipqyx6fep-Oh2|rdhmXRD_dp9{S3;JHOtoRcoZc@7G zx)feYqGx&uk7iY1yZzndz)T1(Wl}xw-6me8bklVyJXvNk=ODkjP6{-BkbIlTlgQCeZ{H-R*z5lV12{{Xe5YaFQhhmf|;>TGT?jH>Y` zt!_UUFYNjk^QGSW${R4aPm%|dvk%oLb0ydp0n*J`^yS@IsFDl)WwVHv!hh--Jaf|v z3f_+1Q+JkONGy+_DEM{TuRJKuY+6E9yJgNi=V|bcT%-4+x{c1G=ne8^f7on?k{+d| zwoha5udb^1Hv+XDu^;}@F+CKG&h`8LRIukRN%WDI@fFLBOtZhO-nWP5oAju`uKELW z%3W0OHT*6MBh~h@kloWBmVZ3PRx?@Xtbw#{2C%)I`1pZ|HGzvs8~mmmd-FO7K+rNm zsQss8d-OX)6YjLl(a#WI_V=)3soyM0jtCZkW9bo;QzX5_vzK=1cXMHqRU1LKwq~MQ z3|dpLoH}rJ?`ESU=k7L36}Z%eGj3omaE)XN2^=ZLK&b8VOu%bYCV#EdU^oD{4u(S@ zcrYBIKpmFBr&66X_*?}D+e`O4`IfMAC2{Vk>voc)KT4WKbpGh;cJ9=n(|J-B397fY z%{khgA1zd6=Z8;X>MaU#}70*0poDCUWzycE-r7yE?Ij~?YHh5=uInnsxUw?C53ug2cy}E6`IrfEE zJOicnUZcqo9aU+~1dJ=VVgkkyTpk~Bb(U^wz!hERg(_(-h%-Yo4Do9t)b1_ zf9GIkusSAy(|;H5i*r^$_wD?6V0M_p^}9OEx*EH0TS6?3R%F$EY6wy*t~Wza!S{B? z=#$rr;b^FOKz6gc0xRQMED7mZqIxjpNe0<(>GfvJ(WnLo|LQ29j7bA>KoUl9UEmRo zjkiZ43*S)C-1y>CK#wG0LiWgh{!nQ8#wVb}+0V>vv46p;g;|)%!RAF;44rk`6EKt( zmxdihaJ{NAIN~graUFk{13cm~-B^1+n{TcCpDx9^j^JQ1!W|LVMqcyq9!F%k`Qzv; zJm+^8NqE%UzC1ae;>oO8*K$`|6F0i6G?yiK%!$#sO`)lVW-p`Yv!w*MH;hnuyR{u*s3fnlc(*8^z*llQ9Km-f!zFqgU?O#H*Gu*s3}vUv=!tul5}H zD4cn37e3G11$myu%pNl~9(xwep0@y+KOwVXUB;8(iXDi^$}2rfWYuOwH7}qiQNfW1 z)UD!S{eJM9Sg^28166A_<$mpcIU6zJORd@??|)BL;L6TFPXP~d=J|oj!_HSNjSDPa zZh@+V9z@M(`SI501U&?AGjixL+=Nz{y83(MkQwkH1indqab_ZnZ4tY4}?& zEN&`{>XR*Md2!6vt9tRymgT*Pc9ix*;TK5?4QCx z>Jl53mmbafH^5#AQ~#{jU**rVOWTCMNW9ewsbAV2#{8W9d@IV_n+-ej9^+egk9k$k zUBkY*x%Y$cC{%dZIl*Qun7``=U`3~g`F|MtI{1LT<|-q~=OBr{OawD`nBxeje=r`i z$frcp3vort@vClKYq@ORsb0TF4cFwB9d^7qSDpL}zdpdE4Ib-vN9v2v9gaON&>Rju zE|I~P46FgeuNqiI2i{Avh7G#aUgnv)?ULKHL0%LjcURQireK6c&K_Mc4_}S0(|A|ei%y7 zJ8ssh+#)BQ^5Araek~h%4ck^e{OYSkB@b>#eR-`1zrf|PqXlkrN$rW2!hGvXVEJxh z5Z_)Lt71DEsZT6uw2}M8A~F9iOq zHz>~C{N~0D-jjlS)LVB)1V@`eU(a2r_tLBJBKIa4?k}NDePeO6?ewRq+kaGAzS;hI zdv$)eb*)RE4UK+dH|axTI)1y*tfJ>OJgM!k;m%9`to+`h%Pxug?6ITT{yOXz^EkzK zcO6yn*jcCbytmzHY40s}QQBL(_1%7M*K&Tw@P5N#{ik$^pVAp_(G8+>ey`%jh{WRb z*1dwh79~l{9anWm<|5K<27k{etO!%_wU$=T@f24^%b0@gilw}T;6ls}7HTx+mW5F0 ztCopYD=pkLu(gNUBa^k8=3WqeUJ#Ru9-Y)@3x|6h1NCmw-WxU+gtfas(*JCctrbbqpgCs zHrh(qYW5<6-EJ1I^#SsN=591BcO%db^l}|zP`y)Y?wQ_NFm9k>-7oa$VjPPYQY;8y z#Ss%S$ic&e3X%hV_1YJdX47E?x{H4jEMBv7A7Jwse`$|CmWvTZ+Qz~G+ul*Q@kY}7$-4(iGCWZAzgbUZNPpgloODjMk|Q-9k%^6f zTUmN*;pDq2R>MAIh2Z%Gp*|{7{ePSqnTER8NzHzI_=r-5!Jf)umnW>i!O^yA++i$h zE(rfr^?rA#)S12C^B0Q9drK33cH@0~_khr#6-EDt(~yTS_Xez)W|w~$Aq*=m4QFK0 zy#6UdI7>%y2!A!IF~MSByUD6xZ5+Fr`ddlFs4KlSw-!|W4=2Y{NcUXtSawWkG5R=f zYsMQ^`xj33=fUoU@O}J<_tyMtj6SfRDAzN*cHiKg@OyKb+Xr*<^!aL*zRNgCXcCq< z#n|I{D9`y-Jb<-LL&RzA6GZoBJ_V+)Dl*acI*mVBaDV1czopO_t=DGiH;Q1h&0)KV z*X%jNJL@CeTZv#)%8^VhrjQ}eq!bHMAD_GdAV^p85fFcNof?#zzQJ9BWOdY_hxAMYM7%989C z)qiM4r1Hy~`U}f?u&vLE+J+{(veic&VOv7o-`Fg7Ow;evP@Z#DmU}hHoKhm5-irGGJ6P|y8{4+h2lkdh zhQz^ebvL?vQZav&EP7VOB8o1m{j@t4{H{N}+v$&gQMnb-sXrpw&uogF{r*vF`~?@R GbJr%>C&Wwu diff --git a/docs/build/html/pyFTS.common.html b/docs/build/html/pyFTS.common.html index c4eb260..097f84b 100644 --- a/docs/build/html/pyFTS.common.html +++ b/docs/build/html/pyFTS.common.html @@ -1451,6 +1451,11 @@ when the LHS pattern is identified on time t.

      Number of lags on LHS

      +
      +
      +reset_calculated_values()[source]¶
      +
      + @@ -1818,7 +1823,16 @@ when the LHS pattern is identified on time t.

      len_total()[source]¶
      -
      +

      Total length of the model, adding the number of terms in all rules

      + +++ + + + +
      Returns:
      +
      @@ -1908,6 +1922,20 @@ accept one value (the actual value of the variable) and return the next value.
      +
      +
      +reset_calculated_values()[source]¶
      +

      Reset all pre-calculated values on the FLRG’s

      + +++ + + + +
      Returns:
      +
      +
      sets = None¶
      diff --git a/docs/build/html/pyFTS.html b/docs/build/html/pyFTS.html index 5b36a41..99244d5 100644 --- a/docs/build/html/pyFTS.html +++ b/docs/build/html/pyFTS.html @@ -249,6 +249,7 @@
    • pyFTS.partitioners.Grid module
    • pyFTS.partitioners.Huarng module
    • pyFTS.partitioners.Singleton module
    • +
    • pyFTS.partitioners.Simple module
    • pyFTS.partitioners.Util module
    • pyFTS.partitioners.parallel_util module
    diff --git a/docs/build/html/pyFTS.models.multivariate.html b/docs/build/html/pyFTS.models.multivariate.html index 623320b..5643c1f 100644 --- a/docs/build/html/pyFTS.models.multivariate.html +++ b/docs/build/html/pyFTS.models.multivariate.html @@ -180,6 +180,11 @@ +
    +
    +set_target_variable(variable)[source]¶
    +
    +
    diff --git a/docs/build/html/pyFTS.partitioners.html b/docs/build/html/pyFTS.partitioners.html index 780ed0b..6e47ca1 100644 --- a/docs/build/html/pyFTS.partitioners.html +++ b/docs/build/html/pyFTS.partitioners.html @@ -72,6 +72,7 @@
  • pyFTS.partitioners.Grid module
  • pyFTS.partitioners.Huarng module
  • pyFTS.partitioners.Singleton module
  • +
  • pyFTS.partitioners.Simple module
  • pyFTS.partitioners.Util module
  • pyFTS.partitioners.parallel_util module
  • @@ -196,6 +197,12 @@

    partitioner name

    +
    +
    +ordered_sets = None¶
    +

    A ordered list of the fuzzy sets names, sorted by their middle point

    +
    +
    partitions = None¶
    @@ -497,6 +504,9 @@ Fuzzy Sets Syst., vol. 123, no. 3, pp. 387–394, Nov. 2001.

    + +
    +

    pyFTS.partitioners.Simple module¶

    pyFTS.partitioners.Util module¶

    diff --git a/docs/build/html/searchindex.js b/docs/build/html/searchindex.js index fcc1e62..6fe376f 100644 --- a/docs/build/html/searchindex.js +++ b/docs/build/html/searchindex.js @@ -1 +1 @@ -Search.setIndex({docnames:["index","modules","pyFTS","pyFTS.benchmarks","pyFTS.common","pyFTS.data","pyFTS.hyperparam","pyFTS.models","pyFTS.models.ensemble","pyFTS.models.incremental","pyFTS.models.multivariate","pyFTS.models.nonstationary","pyFTS.models.seasonal","pyFTS.partitioners","pyFTS.probabilistic","quickstart"],envversion:53,filenames:["index.rst","modules.rst","pyFTS.rst","pyFTS.benchmarks.rst","pyFTS.common.rst","pyFTS.data.rst","pyFTS.hyperparam.rst","pyFTS.models.rst","pyFTS.models.ensemble.rst","pyFTS.models.incremental.rst","pyFTS.models.multivariate.rst","pyFTS.models.nonstationary.rst","pyFTS.models.seasonal.rst","pyFTS.partitioners.rst","pyFTS.probabilistic.rst","quickstart.rst"],objects:{"":{pyFTS:[2,0,0,"-"]},"pyFTS.benchmarks":{Measures:[3,0,0,"-"],ResidualAnalysis:[3,0,0,"-"],Util:[3,0,0,"-"],arima:[3,0,0,"-"],benchmarks:[3,0,0,"-"],knn:[3,0,0,"-"],naive:[3,0,0,"-"],quantreg:[3,0,0,"-"]},"pyFTS.benchmarks.Measures":{BoxLjungStatistic:[3,1,1,""],BoxPierceStatistic:[3,1,1,""],TheilsInequality:[3,1,1,""],UStatistic:[3,1,1,""],acf:[3,1,1,""],brier_score:[3,1,1,""],coverage:[3,1,1,""],crps:[3,1,1,""],get_distribution_statistics:[3,1,1,""],get_interval_statistics:[3,1,1,""],get_point_statistics:[3,1,1,""],heavyside:[3,1,1,""],heavyside_cdf:[3,1,1,""],mape:[3,1,1,""],mape_interval:[3,1,1,""],pinball:[3,1,1,""],pinball_mean:[3,1,1,""],pmf_to_cdf:[3,1,1,""],resolution:[3,1,1,""],rmse:[3,1,1,""],rmse_interval:[3,1,1,""],sharpness:[3,1,1,""],smape:[3,1,1,""],winkler_mean:[3,1,1,""],winkler_score:[3,1,1,""]},"pyFTS.benchmarks.ResidualAnalysis":{chi_squared:[3,1,1,""],compare_residuals:[3,1,1,""],plotResiduals:[3,1,1,""],plot_residuals:[3,1,1,""],residuals:[3,1,1,""],single_plot_residuals:[3,1,1,""]},"pyFTS.benchmarks.Util":{analytic_tabular_dataframe:[3,1,1,""],analytical_data_columns:[3,1,1,""],base_dataframe_columns:[3,1,1,""],cast_dataframe_to_synthetic:[3,1,1,""],cast_dataframe_to_synthetic_interval:[3,1,1,""],cast_dataframe_to_synthetic_point:[3,1,1,""],cast_dataframe_to_synthetic_probabilistic:[3,1,1,""],check_ignore_list:[3,1,1,""],check_replace_list:[3,1,1,""],create_benchmark_tables:[3,1,1,""],extract_measure:[3,1,1,""],find_best:[3,1,1,""],get_dataframe_from_bd:[3,1,1,""],insert_benchmark:[3,1,1,""],interval_dataframe_analytic_columns:[3,1,1,""],interval_dataframe_synthetic_columns:[3,1,1,""],open_benchmark_db:[3,1,1,""],plot_dataframe_interval:[3,1,1,""],plot_dataframe_interval_pinball:[3,1,1,""],plot_dataframe_point:[3,1,1,""],plot_dataframe_probabilistic:[3,1,1,""],point_dataframe_analytic_columns:[3,1,1,""],point_dataframe_synthetic_columns:[3,1,1,""],probabilistic_dataframe_analytic_columns:[3,1,1,""],probabilistic_dataframe_synthetic_columns:[3,1,1,""],process_common_data:[3,1,1,""],save_dataframe_interval:[3,1,1,""],save_dataframe_point:[3,1,1,""],save_dataframe_probabilistic:[3,1,1,""],scale:[3,1,1,""],scale_params:[3,1,1,""],stats:[3,1,1,""],tabular_dataframe_columns:[3,1,1,""],unified_scaled_interval:[3,1,1,""],unified_scaled_interval_pinball:[3,1,1,""],unified_scaled_point:[3,1,1,""],unified_scaled_probabilistic:[3,1,1,""]},"pyFTS.benchmarks.arima":{ARIMA:[3,2,1,""]},"pyFTS.benchmarks.arima.ARIMA":{ar:[3,3,1,""],forecast:[3,3,1,""],forecast_ahead_distribution:[3,3,1,""],forecast_ahead_interval:[3,3,1,""],forecast_distribution:[3,3,1,""],forecast_interval:[3,3,1,""],ma:[3,3,1,""],train:[3,3,1,""]},"pyFTS.benchmarks.benchmarks":{SelecaoSimples_MenorRMSE:[3,1,1,""],compareModelsPlot:[3,1,1,""],compareModelsTable:[3,1,1,""],get_benchmark_interval_methods:[3,1,1,""],get_benchmark_point_methods:[3,1,1,""],get_benchmark_probabilistic_methods:[3,1,1,""],get_interval_methods:[3,1,1,""],get_point_methods:[3,1,1,""],get_point_multivariate_methods:[3,1,1,""],get_probabilistic_methods:[3,1,1,""],pftsExploreOrderAndPartitions:[3,1,1,""],plotCompared:[3,1,1,""],plot_compared_intervals_ahead:[3,1,1,""],plot_compared_series:[3,1,1,""],plot_density_rectange:[3,1,1,""],plot_distribution:[3,1,1,""],plot_interval:[3,1,1,""],plot_point:[3,1,1,""],plot_probability_distributions:[3,1,1,""],print_distribution_statistics:[3,1,1,""],print_interval_statistics:[3,1,1,""],print_point_statistics:[3,1,1,""],process_interval_jobs:[3,1,1,""],process_point_jobs:[3,1,1,""],process_probabilistic_jobs:[3,1,1,""],run_interval:[3,1,1,""],run_point:[3,1,1,""],run_probabilistic:[3,1,1,""],simpleSearch_RMSE:[3,1,1,""],sliding_window_benchmarks:[3,1,1,""]},"pyFTS.benchmarks.knn":{KNearestNeighbors:[3,2,1,""]},"pyFTS.benchmarks.knn.KNearestNeighbors":{forecast_distribution:[3,3,1,""],knn:[3,3,1,""],train:[3,3,1,""]},"pyFTS.benchmarks.naive":{Naive:[3,2,1,""]},"pyFTS.benchmarks.naive.Naive":{forecast:[3,3,1,""]},"pyFTS.benchmarks.quantreg":{QuantileRegression:[3,2,1,""]},"pyFTS.benchmarks.quantreg.QuantileRegression":{forecast:[3,3,1,""],forecast_ahead_distribution:[3,3,1,""],forecast_ahead_interval:[3,3,1,""],forecast_distribution:[3,3,1,""],forecast_interval:[3,3,1,""],interval_to_interval:[3,3,1,""],linearmodel:[3,3,1,""],point_to_interval:[3,3,1,""],train:[3,3,1,""]},"pyFTS.common":{Composite:[4,0,0,"-"],FLR:[4,0,0,"-"],FuzzySet:[4,0,0,"-"],Membership:[4,0,0,"-"],SortedCollection:[4,0,0,"-"],Transformations:[4,0,0,"-"],Util:[4,0,0,"-"],flrg:[4,0,0,"-"],fts:[4,0,0,"-"],tree:[4,0,0,"-"]},"pyFTS.common.Composite":{FuzzySet:[4,2,1,""]},"pyFTS.common.Composite.FuzzySet":{append:[4,3,1,""],append_set:[4,3,1,""],membership:[4,3,1,""],transform:[4,3,1,""]},"pyFTS.common.FLR":{FLR:[4,2,1,""],IndexedFLR:[4,2,1,""],generate_high_order_recurrent_flr:[4,1,1,""],generate_indexed_flrs:[4,1,1,""],generate_non_recurrent_flrs:[4,1,1,""],generate_recurrent_flrs:[4,1,1,""]},"pyFTS.common.FLR.FLR":{LHS:[4,4,1,""],RHS:[4,4,1,""]},"pyFTS.common.FLR.IndexedFLR":{index:[4,4,1,""]},"pyFTS.common.FuzzySet":{FuzzySet:[4,2,1,""],check_bounds:[4,1,1,""],check_bounds_index:[4,1,1,""],fuzzyfy:[4,1,1,""],fuzzyfy_instance:[4,1,1,""],fuzzyfy_instances:[4,1,1,""],fuzzyfy_series:[4,1,1,""],fuzzyfy_series_old:[4,1,1,""],get_fuzzysets:[4,1,1,""],get_maximum_membership_fuzzyset:[4,1,1,""],get_maximum_membership_fuzzyset_index:[4,1,1,""],grant_bounds:[4,1,1,""],set_ordered:[4,1,1,""]},"pyFTS.common.FuzzySet.FuzzySet":{Z:[4,4,1,""],alpha:[4,4,1,""],centroid:[4,4,1,""],membership:[4,3,1,""],mf:[4,4,1,""],name:[4,4,1,""],parameters:[4,4,1,""],partition_function:[4,3,1,""],transform:[4,3,1,""],type:[4,4,1,""],variable:[4,4,1,""]},"pyFTS.common.Membership":{bellmf:[4,1,1,""],gaussmf:[4,1,1,""],sigmf:[4,1,1,""],singleton:[4,1,1,""],trapmf:[4,1,1,""],trimf:[4,1,1,""]},"pyFTS.common.SortedCollection":{SortedCollection:[4,2,1,""]},"pyFTS.common.SortedCollection.SortedCollection":{around:[4,3,1,""],between:[4,3,1,""],clear:[4,3,1,""],copy:[4,3,1,""],count:[4,3,1,""],find:[4,3,1,""],find_ge:[4,3,1,""],find_gt:[4,3,1,""],find_le:[4,3,1,""],find_lt:[4,3,1,""],index:[4,3,1,""],insert:[4,3,1,""],insert_right:[4,3,1,""],inside:[4,3,1,""],key:[4,4,1,""],remove:[4,3,1,""]},"pyFTS.common.Transformations":{AdaptiveExpectation:[4,2,1,""],BoxCox:[4,2,1,""],Differential:[4,2,1,""],Scale:[4,2,1,""],Transformation:[4,2,1,""],Z:[4,1,1,""],aggregate:[4,1,1,""],roi:[4,1,1,""],smoothing:[4,1,1,""]},"pyFTS.common.Transformations.AdaptiveExpectation":{apply:[4,3,1,""],inverse:[4,3,1,""],parameters:[4,4,1,""]},"pyFTS.common.Transformations.BoxCox":{apply:[4,3,1,""],inverse:[4,3,1,""],parameters:[4,4,1,""]},"pyFTS.common.Transformations.Differential":{apply:[4,3,1,""],inverse:[4,3,1,""],parameters:[4,4,1,""]},"pyFTS.common.Transformations.Scale":{apply:[4,3,1,""],inverse:[4,3,1,""],parameters:[4,4,1,""]},"pyFTS.common.Transformations.Transformation":{apply:[4,3,1,""],inverse:[4,3,1,""]},"pyFTS.common.Util":{current_milli_time:[4,1,1,""],distributed_predict:[4,1,1,""],distributed_train:[4,1,1,""],draw_sets_on_axis:[4,1,1,""],enumerate2:[4,1,1,""],load_env:[4,1,1,""],load_obj:[4,1,1,""],persist_env:[4,1,1,""],persist_obj:[4,1,1,""],plot_rules:[4,1,1,""],show_and_save_image:[4,1,1,""],simple_model_predict:[4,1,1,""],simple_model_train:[4,1,1,""],sliding_window:[4,1,1,""],start_dispy_cluster:[4,1,1,""],stop_dispy_cluster:[4,1,1,""],uniquefilename:[4,1,1,""]},"pyFTS.common.flrg":{FLRG:[4,2,1,""]},"pyFTS.common.flrg.FLRG":{LHS:[4,4,1,""],RHS:[4,4,1,""],append_rhs:[4,3,1,""],get_key:[4,3,1,""],get_lower:[4,3,1,""],get_membership:[4,3,1,""],get_midpoint:[4,3,1,""],get_midpoints:[4,3,1,""],get_upper:[4,3,1,""],order:[4,4,1,""]},"pyFTS.common.fts":{FTS:[4,2,1,""]},"pyFTS.common.fts.FTS":{alpha_cut:[4,4,1,""],append_transformation:[4,3,1,""],apply_inverse_transformations:[4,3,1,""],apply_transformations:[4,3,1,""],auto_update:[4,4,1,""],benchmark_only:[4,4,1,""],clone_parameters:[4,3,1,""],detail:[4,4,1,""],fit:[4,3,1,""],flrgs:[4,4,1,""],forecast:[4,3,1,""],forecast_ahead:[4,3,1,""],forecast_ahead_distribution:[4,3,1,""],forecast_ahead_interval:[4,3,1,""],forecast_ahead_multivariate:[4,3,1,""],forecast_distribution:[4,3,1,""],forecast_interval:[4,3,1,""],forecast_multivariate:[4,3,1,""],fuzzy:[4,3,1,""],get_UoD:[4,3,1,""],has_interval_forecasting:[4,4,1,""],has_point_forecasting:[4,4,1,""],has_probability_forecasting:[4,4,1,""],has_seasonality:[4,4,1,""],indexer:[4,4,1,""],is_high_order:[4,4,1,""],is_multivariate:[4,4,1,""],len_total:[4,3,1,""],max_lag:[4,4,1,""],merge:[4,3,1,""],min_order:[4,4,1,""],name:[4,4,1,""],order:[4,4,1,""],original_max:[4,4,1,""],original_min:[4,4,1,""],partitioner:[4,4,1,""],predict:[4,3,1,""],sets:[4,4,1,""],shortname:[4,4,1,""],train:[4,3,1,""],transformations:[4,4,1,""],transformations_param:[4,4,1,""],uod_clip:[4,4,1,""]},"pyFTS.common.tree":{FLRGTree:[4,2,1,""],FLRGTreeNode:[4,2,1,""],build_tree_without_order:[4,1,1,""],flat:[4,1,1,""]},"pyFTS.common.tree.FLRGTreeNode":{appendChild:[4,3,1,""],getChildren:[4,3,1,""],getStr:[4,3,1,""],paths:[4,3,1,""]},"pyFTS.data":{AirPassengers:[5,0,0,"-"],Bitcoin:[5,0,0,"-"],DowJones:[5,0,0,"-"],EURGBP:[5,0,0,"-"],EURUSD:[5,0,0,"-"],Enrollments:[5,0,0,"-"],Ethereum:[5,0,0,"-"],GBPUSD:[5,0,0,"-"],INMET:[5,0,0,"-"],Malaysia:[5,0,0,"-"],NASDAQ:[5,0,0,"-"],SONDA:[5,0,0,"-"],SP500:[5,0,0,"-"],TAIEX:[5,0,0,"-"],artificial:[5,0,0,"-"],common:[5,0,0,"-"],henon:[5,0,0,"-"],logistic_map:[5,0,0,"-"],lorentz:[5,0,0,"-"],mackey_glass:[5,0,0,"-"],rossler:[5,0,0,"-"],sunspots:[5,0,0,"-"]},"pyFTS.data.AirPassengers":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.Bitcoin":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.DowJones":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.EURGBP":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.EURUSD":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.Enrollments":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.Ethereum":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.GBPUSD":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.INMET":{get_dataframe:[5,1,1,""]},"pyFTS.data.Malaysia":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.NASDAQ":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.SONDA":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.SP500":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.TAIEX":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.artificial":{generate_gaussian_linear:[5,1,1,""],generate_uniform_linear:[5,1,1,""],random_walk:[5,1,1,""],white_noise:[5,1,1,""]},"pyFTS.data.common":{get_dataframe:[5,1,1,""]},"pyFTS.data.henon":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.logistic_map":{get_data:[5,1,1,""]},"pyFTS.data.lorentz":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.mackey_glass":{get_data:[5,1,1,""]},"pyFTS.data.rossler":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.sunspots":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.hyperparam":{GridSearch:[6,0,0,"-"],Util:[6,0,0,"-"]},"pyFTS.hyperparam.GridSearch":{cluster_method:[6,1,1,""],dict_individual:[6,1,1,""],execute:[6,1,1,""],process_jobs:[6,1,1,""]},"pyFTS.hyperparam.Util":{create_hyperparam_tables:[6,1,1,""],insert_hyperparam:[6,1,1,""],open_hyperparam_db:[6,1,1,""]},"pyFTS.models":{chen:[7,0,0,"-"],cheng:[7,0,0,"-"],ensemble:[8,0,0,"-"],hofts:[7,0,0,"-"],hwang:[7,0,0,"-"],ifts:[7,0,0,"-"],incremental:[9,0,0,"-"],ismailefendi:[7,0,0,"-"],multivariate:[10,0,0,"-"],nonstationary:[11,0,0,"-"],pwfts:[7,0,0,"-"],sadaei:[7,0,0,"-"],seasonal:[12,0,0,"-"],song:[7,0,0,"-"],yu:[7,0,0,"-"]},"pyFTS.models.chen":{ConventionalFLRG:[7,2,1,""],ConventionalFTS:[7,2,1,""]},"pyFTS.models.chen.ConventionalFLRG":{append_rhs:[7,3,1,""],get_key:[7,3,1,""]},"pyFTS.models.chen.ConventionalFTS":{forecast:[7,3,1,""],generate_flrg:[7,3,1,""],train:[7,3,1,""]},"pyFTS.models.cheng":{TrendWeightedFLRG:[7,2,1,""],TrendWeightedFTS:[7,2,1,""]},"pyFTS.models.cheng.TrendWeightedFLRG":{weights:[7,3,1,""]},"pyFTS.models.cheng.TrendWeightedFTS":{generate_FLRG:[7,3,1,""]},"pyFTS.models.ensemble":{ensemble:[8,0,0,"-"],multiseasonal:[8,0,0,"-"]},"pyFTS.models.ensemble.ensemble":{AllMethodEnsembleFTS:[8,2,1,""],EnsembleFTS:[8,2,1,""],sampler:[8,1,1,""]},"pyFTS.models.ensemble.ensemble.AllMethodEnsembleFTS":{set_transformations:[8,3,1,""],train:[8,3,1,""]},"pyFTS.models.ensemble.ensemble.EnsembleFTS":{alpha:[8,4,1,""],append_model:[8,3,1,""],forecast:[8,3,1,""],forecast_ahead_distribution:[8,3,1,""],forecast_ahead_interval:[8,3,1,""],forecast_distribution:[8,3,1,""],forecast_interval:[8,3,1,""],get_distribution_interquantile:[8,3,1,""],get_interval:[8,3,1,""],get_models_forecasts:[8,3,1,""],get_point:[8,3,1,""],interval_method:[8,4,1,""],models:[8,4,1,""],parameters:[8,4,1,""],point_method:[8,4,1,""],train:[8,3,1,""]},"pyFTS.models.ensemble.multiseasonal":{SeasonalEnsembleFTS:[8,2,1,""],train_individual_model:[8,1,1,""]},"pyFTS.models.ensemble.multiseasonal.SeasonalEnsembleFTS":{forecast_distribution:[8,3,1,""],train:[8,3,1,""],update_uod:[8,3,1,""]},"pyFTS.models.hofts":{HighOrderFLRG:[7,2,1,""],HighOrderFTS:[7,2,1,""],WeightedHighOrderFLRG:[7,2,1,""],WeightedHighOrderFTS:[7,2,1,""]},"pyFTS.models.hofts.HighOrderFLRG":{append_lhs:[7,3,1,""],append_rhs:[7,3,1,""]},"pyFTS.models.hofts.HighOrderFTS":{configure_lags:[7,3,1,""],forecast:[7,3,1,""],generate_flrg:[7,3,1,""],generate_flrg_fuzzyfied:[7,3,1,""],generate_lhs_flrg:[7,3,1,""],generate_lhs_flrg_fuzzyfied:[7,3,1,""],train:[7,3,1,""]},"pyFTS.models.hofts.WeightedHighOrderFLRG":{append_lhs:[7,3,1,""],append_rhs:[7,3,1,""],get_midpoint:[7,3,1,""],weights:[7,3,1,""]},"pyFTS.models.hofts.WeightedHighOrderFTS":{generate_lhs_flrg_fuzzyfied:[7,3,1,""]},"pyFTS.models.hwang":{HighOrderFTS:[7,2,1,""]},"pyFTS.models.hwang.HighOrderFTS":{configure_lags:[7,3,1,""],forecast:[7,3,1,""],train:[7,3,1,""]},"pyFTS.models.ifts":{IntervalFTS:[7,2,1,""]},"pyFTS.models.ifts.IntervalFTS":{forecast_interval:[7,3,1,""],get_lower:[7,3,1,""],get_sequence_membership:[7,3,1,""],get_upper:[7,3,1,""]},"pyFTS.models.incremental":{Retrainer:[9,0,0,"-"]},"pyFTS.models.incremental.Retrainer":{Retrainer:[9,2,1,""]},"pyFTS.models.incremental.Retrainer.Retrainer":{auto_update:[9,4,1,""],batch_size:[9,4,1,""],forecast:[9,3,1,""],fts_method:[9,4,1,""],fts_params:[9,4,1,""],model:[9,4,1,""],partitioner:[9,4,1,""],partitioner_method:[9,4,1,""],partitioner_params:[9,4,1,""],train:[9,3,1,""],window_length:[9,4,1,""]},"pyFTS.models.ismailefendi":{ImprovedWeightedFLRG:[7,2,1,""],ImprovedWeightedFTS:[7,2,1,""]},"pyFTS.models.ismailefendi.ImprovedWeightedFLRG":{append_rhs:[7,3,1,""],weights:[7,3,1,""]},"pyFTS.models.ismailefendi.ImprovedWeightedFTS":{forecast:[7,3,1,""],generate_flrg:[7,3,1,""],train:[7,3,1,""]},"pyFTS.models.multivariate":{FLR:[10,0,0,"-"],cmvfts:[10,0,0,"-"],common:[10,0,0,"-"],flrg:[10,0,0,"-"],mvfts:[10,0,0,"-"],variable:[10,0,0,"-"],wmvfts:[10,0,0,"-"]},"pyFTS.models.multivariate.FLR":{FLR:[10,2,1,""]},"pyFTS.models.multivariate.FLR.FLR":{set_lhs:[10,3,1,""],set_rhs:[10,3,1,""]},"pyFTS.models.multivariate.cmvfts":{ClusteredMVFTS:[10,2,1,""]},"pyFTS.models.multivariate.cmvfts.ClusteredMVFTS":{check_data:[10,3,1,""],cluster:[10,4,1,""],cluster_method:[10,4,1,""],cluster_params:[10,4,1,""],forecast:[10,3,1,""],forecast_multivariate:[10,3,1,""],fts_method:[10,4,1,""],fts_params:[10,4,1,""],fuzzyfy:[10,3,1,""],model:[10,4,1,""],train:[10,3,1,""]},"pyFTS.models.multivariate.common":{MultivariateFuzzySet:[10,2,1,""],fuzzyfy_instance:[10,1,1,""],fuzzyfy_instance_clustered:[10,1,1,""]},"pyFTS.models.multivariate.common.MultivariateFuzzySet":{append_set:[10,3,1,""],membership:[10,3,1,""]},"pyFTS.models.multivariate.flrg":{FLRG:[10,2,1,""]},"pyFTS.models.multivariate.flrg.FLRG":{append_rhs:[10,3,1,""],get_membership:[10,3,1,""],set_lhs:[10,3,1,""]},"pyFTS.models.multivariate.mvfts":{MVFTS:[10,2,1,""]},"pyFTS.models.multivariate.mvfts.MVFTS":{append_variable:[10,3,1,""],apply_transformations:[10,3,1,""],clone_parameters:[10,3,1,""],forecast:[10,3,1,""],forecast_ahead:[10,3,1,""],format_data:[10,3,1,""],generate_flrg:[10,3,1,""],generate_flrs:[10,3,1,""],generate_lhs_flrs:[10,3,1,""],train:[10,3,1,""]},"pyFTS.models.multivariate.variable":{Variable:[10,2,1,""]},"pyFTS.models.multivariate.variable.Variable":{alias:[10,4,1,""],apply_inverse_transformations:[10,3,1,""],apply_transformations:[10,3,1,""],build:[10,3,1,""],data_label:[10,4,1,""],name:[10,4,1,""]},"pyFTS.models.multivariate.wmvfts":{WeightedFLRG:[10,2,1,""],WeightedMVFTS:[10,2,1,""]},"pyFTS.models.multivariate.wmvfts.WeightedFLRG":{append_rhs:[10,3,1,""],get_midpoint:[10,3,1,""],weights:[10,3,1,""]},"pyFTS.models.multivariate.wmvfts.WeightedMVFTS":{generate_flrg:[10,3,1,""]},"pyFTS.models.nonstationary":{common:[11,0,0,"-"],cvfts:[11,0,0,"-"],flrg:[11,0,0,"-"],honsfts:[11,0,0,"-"],nsfts:[11,0,0,"-"],partitioners:[11,0,0,"-"],perturbation:[11,0,0,"-"],util:[11,0,0,"-"]},"pyFTS.models.nonstationary.common":{FuzzySet:[11,2,1,""],check_bounds:[11,1,1,""],check_bounds_index:[11,1,1,""],fuzzify:[11,1,1,""],fuzzySeries:[11,1,1,""],window_index:[11,1,1,""]},"pyFTS.models.nonstationary.common.FuzzySet":{get_lower:[11,3,1,""],get_midpoint:[11,3,1,""],get_upper:[11,3,1,""],location:[11,4,1,""],location_params:[11,4,1,""],membership:[11,3,1,""],noise:[11,4,1,""],noise_params:[11,4,1,""],perform_location:[11,3,1,""],perform_width:[11,3,1,""],perturbate_parameters:[11,3,1,""],width:[11,4,1,""],width_params:[11,4,1,""]},"pyFTS.models.nonstationary.cvfts":{ConditionalVarianceFTS:[11,2,1,""],HighOrderNonstationaryFLRG:[11,2,1,""]},"pyFTS.models.nonstationary.cvfts.ConditionalVarianceFTS":{forecast:[11,3,1,""],forecast_interval:[11,3,1,""],generate_flrg:[11,3,1,""],perturbation_factors:[11,3,1,""],perturbation_factors__old:[11,3,1,""],train:[11,3,1,""]},"pyFTS.models.nonstationary.cvfts.HighOrderNonstationaryFLRG":{append_lhs:[11,3,1,""],append_rhs:[11,3,1,""]},"pyFTS.models.nonstationary.flrg":{NonStationaryFLRG:[11,2,1,""]},"pyFTS.models.nonstationary.flrg.NonStationaryFLRG":{get_key:[11,3,1,""],get_lower:[11,3,1,""],get_membership:[11,3,1,""],get_midpoint:[11,3,1,""],get_upper:[11,3,1,""],unpack_args:[11,3,1,""]},"pyFTS.models.nonstationary.honsfts":{HighOrderNonStationaryFLRG:[11,2,1,""],HighOrderNonStationaryFTS:[11,2,1,""]},"pyFTS.models.nonstationary.honsfts.HighOrderNonStationaryFLRG":{append_lhs:[11,3,1,""],append_rhs:[11,3,1,""]},"pyFTS.models.nonstationary.honsfts.HighOrderNonStationaryFTS":{forecast:[11,3,1,""],forecast_interval:[11,3,1,""],generate_flrg:[11,3,1,""],train:[11,3,1,""]},"pyFTS.models.nonstationary.nsfts":{ConventionalNonStationaryFLRG:[11,2,1,""],NonStationaryFTS:[11,2,1,""]},"pyFTS.models.nonstationary.nsfts.ConventionalNonStationaryFLRG":{append_rhs:[11,3,1,""],get_key:[11,3,1,""]},"pyFTS.models.nonstationary.nsfts.NonStationaryFTS":{conditional_perturbation_factors:[11,3,1,""],forecast:[11,3,1,""],forecast_interval:[11,3,1,""],generate_flrg:[11,3,1,""],train:[11,3,1,""]},"pyFTS.models.nonstationary.partitioners":{PolynomialNonStationaryPartitioner:[11,2,1,""],SimpleNonStationaryPartitioner:[11,2,1,""],simplenonstationary_gridpartitioner_builder:[11,1,1,""]},"pyFTS.models.nonstationary.partitioners.PolynomialNonStationaryPartitioner":{build:[11,3,1,""],get_polynomial_perturbations:[11,3,1,""],poly_width:[11,3,1,""],scale_down:[11,3,1,""],scale_up:[11,3,1,""]},"pyFTS.models.nonstationary.partitioners.SimpleNonStationaryPartitioner":{build:[11,3,1,""]},"pyFTS.models.nonstationary.perturbation":{exponential:[11,1,1,""],linear:[11,1,1,""],periodic:[11,1,1,""],polynomial:[11,1,1,""]},"pyFTS.models.nonstationary.util":{plot_sets:[11,1,1,""],plot_sets_conditional:[11,1,1,""]},"pyFTS.models.pwfts":{ProbabilisticWeightedFLRG:[7,2,1,""],ProbabilisticWeightedFTS:[7,2,1,""],visualize_distributions:[7,1,1,""]},"pyFTS.models.pwfts.ProbabilisticWeightedFLRG":{append_rhs:[7,3,1,""],get_lower:[7,3,1,""],get_membership:[7,3,1,""],get_midpoint:[7,3,1,""],get_upper:[7,3,1,""],lhs_conditional_probability:[7,3,1,""],partition_function:[7,3,1,""],rhs_conditional_probability:[7,3,1,""],rhs_unconditional_probability:[7,3,1,""]},"pyFTS.models.pwfts.ProbabilisticWeightedFTS":{add_new_PWFLGR:[7,3,1,""],flrg_lhs_conditional_probability:[7,3,1,""],flrg_lhs_unconditional_probability:[7,3,1,""],flrg_rhs_conditional_probability:[7,3,1,""],forecast:[7,3,1,""],forecast_ahead:[7,3,1,""],forecast_ahead_distribution:[7,3,1,""],forecast_ahead_interval:[7,3,1,""],forecast_distribution:[7,3,1,""],forecast_interval:[7,3,1,""],generate_flrg:[7,3,1,""],generate_lhs_flrg:[7,3,1,""],generate_lhs_flrg_fuzzyfied:[7,3,1,""],get_lower:[7,3,1,""],get_midpoint:[7,3,1,""],get_upper:[7,3,1,""],interval_heuristic:[7,3,1,""],interval_quantile:[7,3,1,""],point_expected_value:[7,3,1,""],point_heuristic:[7,3,1,""],train:[7,3,1,""],update_model:[7,3,1,""]},"pyFTS.models.sadaei":{ExponentialyWeightedFLRG:[7,2,1,""],ExponentialyWeightedFTS:[7,2,1,""]},"pyFTS.models.sadaei.ExponentialyWeightedFLRG":{append_rhs:[7,3,1,""],weights:[7,3,1,""]},"pyFTS.models.sadaei.ExponentialyWeightedFTS":{forecast:[7,3,1,""],generate_flrg:[7,3,1,""],train:[7,3,1,""]},"pyFTS.models.seasonal":{SeasonalIndexer:[12,0,0,"-"],cmsfts:[12,0,0,"-"],common:[12,0,0,"-"],msfts:[12,0,0,"-"],partitioner:[12,0,0,"-"],sfts:[12,0,0,"-"]},"pyFTS.models.seasonal.SeasonalIndexer":{DataFrameSeasonalIndexer:[12,2,1,""],DateTimeSeasonalIndexer:[12,2,1,""],LinearSeasonalIndexer:[12,2,1,""],SeasonalIndexer:[12,2,1,""]},"pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer":{get_data:[12,3,1,""],get_data_by_season:[12,3,1,""],get_index_by_season:[12,3,1,""],get_season_by_index:[12,3,1,""],get_season_of_data:[12,3,1,""],set_data:[12,3,1,""]},"pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer":{get_data:[12,3,1,""],get_data_by_season:[12,3,1,""],get_index:[12,3,1,""],get_index_by_season:[12,3,1,""],get_season_by_index:[12,3,1,""],get_season_of_data:[12,3,1,""],set_data:[12,3,1,""]},"pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer":{get_data:[12,3,1,""],get_index_by_season:[12,3,1,""],get_season_by_index:[12,3,1,""],get_season_of_data:[12,3,1,""]},"pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer":{get_data:[12,3,1,""],get_data_by_season:[12,3,1,""],get_index:[12,3,1,""],get_index_by_season:[12,3,1,""],get_season_by_index:[12,3,1,""],get_season_of_data:[12,3,1,""]},"pyFTS.models.seasonal.cmsfts":{ContextualMultiSeasonalFTS:[12,2,1,""],ContextualSeasonalFLRG:[12,2,1,""]},"pyFTS.models.seasonal.cmsfts.ContextualMultiSeasonalFTS":{forecast:[12,3,1,""],forecast_ahead:[12,3,1,""],generate_flrg:[12,3,1,""],get_midpoints:[12,3,1,""],train:[12,3,1,""]},"pyFTS.models.seasonal.cmsfts.ContextualSeasonalFLRG":{append_rhs:[12,3,1,""]},"pyFTS.models.seasonal.common":{DateTime:[12,2,1,""],FuzzySet:[12,2,1,""],strip_datepart:[12,1,1,""]},"pyFTS.models.seasonal.common.DateTime":{day_of_month:[12,4,1,""],day_of_week:[12,4,1,""],day_of_year:[12,4,1,""],hour:[12,4,1,""],hour_of_day:[12,4,1,""],hour_of_month:[12,4,1,""],hour_of_week:[12,4,1,""],hour_of_year:[12,4,1,""],minute_of_day:[12,4,1,""],minute_of_hour:[12,4,1,""],minute_of_month:[12,4,1,""],minute_of_week:[12,4,1,""],minute_of_year:[12,4,1,""],month:[12,4,1,""],second:[12,4,1,""],second_of_day:[12,4,1,""],second_of_hour:[12,4,1,""],second_of_minute:[12,4,1,""],year:[12,4,1,""]},"pyFTS.models.seasonal.common.FuzzySet":{transform:[12,3,1,""]},"pyFTS.models.seasonal.msfts":{MultiSeasonalFTS:[12,2,1,""]},"pyFTS.models.seasonal.msfts.MultiSeasonalFTS":{forecast:[12,3,1,""],forecast_ahead:[12,3,1,""],generate_flrg:[12,3,1,""],train:[12,3,1,""]},"pyFTS.models.seasonal.partitioner":{TimeGridPartitioner:[12,2,1,""]},"pyFTS.models.seasonal.partitioner.TimeGridPartitioner":{build:[12,3,1,""],plot:[12,3,1,""]},"pyFTS.models.seasonal.sfts":{SeasonalFLRG:[12,2,1,""],SeasonalFTS:[12,2,1,""]},"pyFTS.models.seasonal.sfts.SeasonalFLRG":{append_rhs:[12,3,1,""],get_key:[12,3,1,""]},"pyFTS.models.seasonal.sfts.SeasonalFTS":{forecast:[12,3,1,""],generate_flrg:[12,3,1,""],get_midpoints:[12,3,1,""],train:[12,3,1,""]},"pyFTS.models.song":{ConventionalFTS:[7,2,1,""]},"pyFTS.models.song.ConventionalFTS":{flr_membership_matrix:[7,3,1,""],forecast:[7,3,1,""],operation_matrix:[7,3,1,""],train:[7,3,1,""]},"pyFTS.models.yu":{WeightedFLRG:[7,2,1,""],WeightedFTS:[7,2,1,""]},"pyFTS.models.yu.WeightedFLRG":{append_rhs:[7,3,1,""],weights:[7,3,1,""]},"pyFTS.models.yu.WeightedFTS":{forecast:[7,3,1,""],generate_FLRG:[7,3,1,""],train:[7,3,1,""]},"pyFTS.partitioners":{CMeans:[13,0,0,"-"],Entropy:[13,0,0,"-"],FCM:[13,0,0,"-"],Grid:[13,0,0,"-"],Huarng:[13,0,0,"-"],Singleton:[13,0,0,"-"],Util:[13,0,0,"-"],parallel_util:[13,0,0,"-"],partitioner:[13,0,0,"-"]},"pyFTS.partitioners.CMeans":{CMeansPartitioner:[13,2,1,""],c_means:[13,1,1,""],distance:[13,1,1,""]},"pyFTS.partitioners.CMeans.CMeansPartitioner":{build:[13,3,1,""]},"pyFTS.partitioners.Entropy":{EntropyPartitioner:[13,2,1,""],PMF:[13,1,1,""],bestSplit:[13,1,1,""],entropy:[13,1,1,""],informationGain:[13,1,1,""],splitAbove:[13,1,1,""],splitBelow:[13,1,1,""]},"pyFTS.partitioners.Entropy.EntropyPartitioner":{build:[13,3,1,""]},"pyFTS.partitioners.FCM":{FCMPartitioner:[13,2,1,""],fuzzy_cmeans:[13,1,1,""],fuzzy_distance:[13,1,1,""],membership:[13,1,1,""]},"pyFTS.partitioners.FCM.FCMPartitioner":{build:[13,3,1,""]},"pyFTS.partitioners.Grid":{GridPartitioner:[13,2,1,""]},"pyFTS.partitioners.Grid.GridPartitioner":{build:[13,3,1,""]},"pyFTS.partitioners.Huarng":{HuarngPartitioner:[13,2,1,""]},"pyFTS.partitioners.Huarng.HuarngPartitioner":{build:[13,3,1,""]},"pyFTS.partitioners.Singleton":{SingletonPartitioner:[13,2,1,""]},"pyFTS.partitioners.Singleton.SingletonPartitioner":{build:[13,3,1,""]},"pyFTS.partitioners.Util":{explore_partitioners:[13,1,1,""],plot_partitioners:[13,1,1,""],plot_sets:[13,1,1,""]},"pyFTS.partitioners.parallel_util":{explore_partitioners:[13,1,1,""]},"pyFTS.partitioners.partitioner":{Partitioner:[13,2,1,""]},"pyFTS.partitioners.partitioner.Partitioner":{build:[13,3,1,""],extractor:[13,4,1,""],fuzzyfy:[13,3,1,""],get_name:[13,3,1,""],lower_set:[13,3,1,""],membership_function:[13,4,1,""],name:[13,4,1,""],partitions:[13,4,1,""],plot:[13,3,1,""],plot_set:[13,3,1,""],prefix:[13,4,1,""],setnames:[13,4,1,""],transformation:[13,4,1,""],type:[13,4,1,""],upper_set:[13,3,1,""],variable:[13,4,1,""]},"pyFTS.probabilistic":{ProbabilityDistribution:[14,0,0,"-"],kde:[14,0,0,"-"]},"pyFTS.probabilistic.ProbabilityDistribution":{ProbabilityDistribution:[14,2,1,""]},"pyFTS.probabilistic.ProbabilityDistribution.ProbabilityDistribution":{append:[14,3,1,""],append_interval:[14,3,1,""],averageloglikelihood:[14,3,1,""],bins:[14,4,1,""],build_cdf_qtl:[14,3,1,""],crossentropy:[14,3,1,""],cumulative:[14,3,1,""],density:[14,3,1,""],differential_offset:[14,3,1,""],empiricalloglikelihood:[14,3,1,""],entropy:[14,3,1,""],expected_value:[14,3,1,""],kullbackleiblerdivergence:[14,3,1,""],labels:[14,4,1,""],plot:[14,3,1,""],pseudologlikelihood:[14,3,1,""],quantile:[14,3,1,""],set:[14,3,1,""],type:[14,4,1,""],uod:[14,4,1,""]},"pyFTS.probabilistic.kde":{KernelSmoothing:[14,2,1,""]},"pyFTS.probabilistic.kde.KernelSmoothing":{h:[14,4,1,""],kernel:[14,4,1,""],kernel_function:[14,3,1,""],probability:[14,3,1,""]},pyFTS:{benchmarks:[3,0,0,"-"],common:[4,0,0,"-"],conf:[2,0,0,"-"],data:[5,0,0,"-"],hyperparam:[6,0,0,"-"],models:[7,0,0,"-"],partitioners:[13,0,0,"-"],probabilistic:[14,0,0,"-"]}},objnames:{"0":["py","module","Python module"],"1":["py","function","Python function"],"2":["py","class","Python class"],"3":["py","method","Python method"],"4":["py","attribute","Python attribute"]},objtypes:{"0":"py:module","1":"py:function","2":"py:class","3":"py:method","4":"py:attribute"},terms:{"261459a0":5,"57a":5,"5egspc":5,"boolean":[3,4,13],"case":4,"class":[3,4,7,8,9,10,11,12,13,14,15],"default":[3,4,5],"enum":12,"fa\u00e7ad":[3,4],"final":4,"float":[3,4,5],"function":[3,4,6,11,13,14,15],"guimar\u00e3":[0,7],"h\u00e9non":5,"import":[4,10,15],"int":[7,15],"na\u00efv":3,"new":[4,8,9,10],"organiza\u00e7\u00e3o":5,"petr\u00f4nio":7,"r\u00f6ssler":5,"return":[3,4,5,6,7,8,9,10,11,12,13,14],"short":[4,7,15],"true":[3,4,9],"try":4,"var":[5,10],"while":4,And:3,FTS:[0,3,4,6,7,8,9,10,11,12],For:3,LHS:[4,7,11],RHS:[4,7,10,11],The:[3,4,5,6,8,9,10,13,14,15],Then:[3,15],There:15,These:[0,15],Use:12,abdullah:[7,15],acc:4,accept:4,account:14,accuraci:[3,6],acf:3,actual:[4,14],adapt:4,adaptiveexpect:4,add:[3,4,11],add_new_pwflgr:7,added:4,address:[3,4],affect:11,after:5,age:4,aged:4,aggreg:[4,8],ahead:[3,4,7,8,9,10,11,12,15],ahed:15,airlin:5,airpasseng:[1,2],alabama:5,alia:[3,4,10],all:[3,4,8,14,15],allmethodensembleft:8,almost:15,alpha:[4,6,7,8,12],alpha_cut:[4,6],alreadi:5,also:[0,4,15],ambientai:5,analysi:3,analytic_tabular_datafram:3,analytical_data_column:3,angela:4,anonym:13,anoth:9,api:[0,4],append:[4,8,10,14],append_interv:14,append_lh:[7,11],append_model:8,append_rh:[4,7,10,11,12],append_set:[4,10],append_transform:4,append_vari:10,appendchild:4,appl:[7,13,15],appli:[3,4,10,13,14],apply_inverse_transform:[4,10],apply_transform:[4,10],approach:[3,13,15],arg:11,argument:[3,4],arima:[1,2],arima_model:3,around:4,arrai:[4,5,11,12],artifici:[1,2],ascend:3,aspx:5,assert:14,assign:[4,14],assoc:3,associ:5,ata:3,atmospher:5,atribut:3,attibut:4,attractor:5,auto:13,auto_upd:[4,9],autocorrel:3,autom:5,automat:4,auxiliar:3,auxiliari:14,averag:[3,5,14],averageloglikelihood:14,avg:5,axes:11,axi:[3,4,13,14],azim:3,bar:3,base:[3,4,7,8,9,10,11,12,13,14,15],base_dataframe_column:3,batch:[4,9],batch_sav:4,batch_siz:9,befor:15,being:3,bell:4,bellmf:4,belo:[0,5],belog:4,below:15,benchmark:[1,2,4,6],benchmark_method:3,benchmark_methods_paramet:3,benchmark_model:3,benchmark_onli:4,bestsplit:13,better:15,between:[3,4,9,14],bill:4,bin:[3,14],bisect:4,bitcoin:[1,2],bivari:5,black:14,blue:3,both:4,bound:[4,5,7,11,13],box:[3,4,15],boxcox:4,boxljungstatist:3,boxpiercestatist:3,brasil:5,brasilia:5,brazil:[0,8],brazilian:[0,8],brier:3,brier_scor:3,btc:5,build:[9,10,11,12,13],build_cdf_qtl:14,build_method:3,build_tree_without_ord:4,built:13,buseco:5,busi:5,c_mean:13,calcul:[4,10,11],call:[4,9,10],camwa:13,can:[3,4,15],capabl:3,capit:5,cast_dataframe_to_synthet:3,cast_dataframe_to_synthetic_interv:3,cast_dataframe_to_synthetic_point:3,cast_dataframe_to_synthetic_probabilist:3,ccst:5,center:4,centroid:[4,12],certain:14,chang:[5,13,15],chao:5,chaotic:[1,2],characterist:15,cheap:0,check:[4,5,15],check_bound:[4,11],check_bounds_index:[4,11],check_data:10,check_ignore_list:3,check_replace_list:3,chen:[1,2,10,12,15],cheng:[1,2,13,15],chi:3,chi_squar:3,chia:7,child:4,chissom:[7,15],clear:4,clip:4,clone:15,clone_paramet:[4,10],cluster:[3,4,10],cluster_method:[6,10],cluster_param:10,clusteredmvft:10,cmap:3,cmean:[1,2],cmeanspartition:[13,15],cmsft:[2,7],cmvft:[2,7],code:15,coeffici:[3,5],colab:15,colabor:0,color:[3,11,14],column:[4,10],com:[5,15],common:[1,2,3,6,7,8,9,13,15],commun:5,compar:3,compare_residu:3,comparemodelsplot:3,comparemodelst:3,complet:5,complic:5,compon:8,composit:[1,2,5,10],compress:5,comput:[7,8,13,15],computation:0,condens:3,condit:3,conditional_perturbation_factor:11,conditionalvarianceft:11,conf:[0,1],confer:7,configure_lag:7,congress:8,conn:[3,6],connect:[3,6],consid:4,const_t:11,constant:5,contain:[3,4,10,13,15],content:[0,1],context:13,contextu:12,contextualmultiseasonalft:12,contextualseasonalflrg:12,contin:[9,14],continu:[3,5,14],control:5,convent:[7,11,12],conventionalflrg:7,conventionalft:[7,10],conventionalnonstationaryflrg:11,copi:4,cost:[13,15],count:[4,14],counter:13,covavg:3,coverag:3,covstd:3,cox:[4,15],creat:[3,4,6,8,13,15],create_benchmark_t:3,create_hyperparam_t:6,criteria:3,cross:[4,14],crossentropi:14,crp:3,crps1avg:3,crps1std:3,crps2avg:3,crps2std:3,crps_distr:3,crps_interv:3,crpsavg:3,crpsstd:3,csv:5,cumul:14,current:3,current_milli_tim:4,cut:[4,6],cvft:[2,7],dado:[4,5,13],dai:5,daili:5,data:[0,1,2,3,4,6,7,8,9,10,11,12,13,14,15],data_column:3,data_field:12,data_label:10,data_point:10,databas:[3,6],datafram:[3,4,5,10,12],dataframeseasonalindex:12,dataset:[1,2,3,4,6],datasetnam:6,date:[3,12],date_field:12,date_part:12,datepart:12,datetim:12,datetimeseasonalindex:12,david:4,day_of_month:12,day_of_week:12,day_of_year:12,dealer:5,dec:13,decemb:5,decis:3,decompress:5,defin:[3,6],defuzzyf:15,deg:11,delet:4,deltadist:13,demo:15,densiti:[3,14],departa:0,depend:[3,4,15],dependeci:4,deri:[7,15],design:[3,4,6],detail:4,determin:3,determinist:[5,13],develop:[0,15],deviat:3,dict:[3,4],dict_individu:6,dictionari:[3,4],differenti:[4,5,14,15],differential_offset:14,diffus:[7,15],dill:4,dimension:5,directli:[4,15],discours:[3,4,11,12,13,14,15],discret:14,disk:[4,13],dispi:[3,4],displac:11,displai:3,distanc:[3,13],distribut:[3,4,5,7,8,14],distributed_predict:4,distributed_train:4,diverg:14,dji:5,dkl:14,dnf:5,document:0,doi10:7,doi:[0,3,5,13],dollar:[7,15],don:5,dow:5,dowjon:[1,2],download:5,draw_sets_on_axi:4,dure:[3,4],dynam:5,each:[3,4,5,8,9,10,15],easi:[0,4],easier:4,edu:5,edward:5,efendi:[7,15],effect:[13,15],effici:4,electr:[0,7,15],eletr:5,elev:3,empir:[13,14],empiricalloglikelihood:14,enayatifar:[7,15],end:11,endogen:10,energi:[7,15],engin:0,enrol:[1,2,7,12,15],ensembl:[2,4,7],ensembleft:8,entir:4,entropi:[1,2,14,15],entropypartition:[13,15],enumer:12,enumerate2:4,environ:4,epanechnikov:14,equal:[3,4,7,8,9,10,11,12,15],equat:5,error:3,espaciai:5,esrl:5,estim:[3,14],etc:[4,15],eth:5,ethereum:[1,2],eur:[1,2],eurgbp:5,eurusd:5,even:[12,13],exact:4,exampl:0,except:4,exchang:[5,7,15],execut:[3,6],exist:5,expect:[4,7,14],expected_valu:14,experi:3,expert:[0,7,15],explain:[4,7],exploit:0,explore_partition:13,exponenti:[7,11,15],exponentiali:7,exponentialyweightedflrg:7,exponentialyweightedft:7,express:3,extens:10,extern:[3,4],externalforecast:3,externalmodel:3,extract:[3,5,13],extract_measur:3,extractor:13,extremum:8,facil:[3,4,5,6,13],fall:3,fals:[3,4,7,10,11,13],fcm:[1,2],fcmpartition:[13,15],feder:0,fetch:4,field:[5,12],fig:[3,4,11],figur:4,file:[3,4,5,11,13],file_analyt:3,file_path:4,file_synthet:3,filenam:[3,4,5],filenem:[3,6],filesystem:4,fill:3,filter:3,financ:5,find:[4,12,13],find_best:3,find_g:4,find_gt:4,find_l:4,find_lt:4,first:[3,4,7,11,12],fit:[3,4,7,8,9,10,11,12],five:4,flag:4,flashquot:5,flat:4,flow:5,flr:[1,2,7,11,12],flr_membership_matrix:7,flrg:[1,2,7,12],flrg_lhs_conditional_prob:7,flrg_lhs_unconditional_prob:7,flrg_rhs_conditional_prob:7,flrgtree:4,flrgtreenod:4,foreast:3,forecast:[3,4,7,8,9,10,11,12,13,15],forecast_ahead:[4,7,10,12],forecast_ahead_distribut:[3,4,7,8],forecast_ahead_interv:[3,4,7,8],forecast_ahead_multivari:4,forecast_distribut:[3,4,7,8],forecast_interv:[3,4,7,8,11],forecast_multivari:[4,10],forex:5,fork:0,format:[3,6],format_data:10,forward:4,found:[4,15],frederico:[0,7],frequenc:14,from:[0,3,4,5,7,10,13,14,15],fset:[7,10],fts:[1,2,3,7,8,9,10,11,12],fts_method:[4,9,10],fts_param:[9,10],fuzz:7,fuzzi:[2,4,7,8,10,11,12,13],fuzzif:[13,15],fuzzifi:[4,11],fuzzy_cmean:13,fuzzy_dist:13,fuzzy_set:4,fuzzydata:4,fuzzyf:[4,15],fuzzyfi:[4,10,13],fuzzyfy_inst:[4,10],fuzzyfy_instance_clust:10,fuzzyfy_seri:4,fuzzyfy_series_old:4,fuzzyseri:11,fuzzyset:[1,2,7,10,11,12],gadelha:[0,7],gani:[7,15],garibaldi:11,gaussian:[4,5],gaussmf:4,gbp:[1,2],gbpusd:5,gcos_wgsp:5,gener:[4,5,13,15],generate_flr:10,generate_flrg:[7,10,11,12],generate_flrg_fuzzyfi:7,generate_gaussian_linear:5,generate_high_order_recurrent_flr:4,generate_indexed_flr:4,generate_lhs_flr:10,generate_lhs_flrg:7,generate_lhs_flrg_fuzzyfi:7,generate_non_recurrent_flr:4,generate_recurrent_flr:4,generate_uniform_linear:5,gerai:0,get:[3,4,5],get_benchmark_interval_method:3,get_benchmark_point_method:3,get_benchmark_probabilistic_method:3,get_data:[5,12],get_data_by_season:12,get_datafram:5,get_dataframe_from_bd:3,get_distribution_interquantil:8,get_distribution_statist:3,get_fuzzyset:4,get_index:12,get_index_by_season:12,get_interv:8,get_interval_method:3,get_interval_statist:3,get_kei:[4,7,11,12],get_low:[4,7,11],get_maximum_membership_fuzzyset:4,get_maximum_membership_fuzzyset_index:4,get_membership:[4,7,10,11],get_midpoint:[4,7,10,11,12],get_models_forecast:8,get_nam:13,get_point:8,get_point_method:3,get_point_multivariate_method:3,get_point_statist:3,get_polynomial_perturb:11,get_probabilistic_method:3,get_season_by_index:12,get_season_of_data:12,get_sequence_membership:7,get_uod:4,get_upp:[4,7,11],getchildren:4,getstr:4,git:15,github:[0,15],given:[3,4,10,11,13,14],glass:[1,2],good:15,googl:15,gov:5,grant_bound:4,greater:4,grid:[1,2,3,12],gridpartition:[3,13,15],gridsearch:[1,2],group:[3,4,7,10,11,12],hand:4,handl:[4,7],hard:4,harmoni:[7,15],has_interval_forecast:4,has_point_forecast:4,has_probability_forecast:4,has_season:4,head:0,heavysid:3,heavyside_cdf:3,height:13,henon:[1,2],here:15,heteroskedast:11,high:[3,4,7,10,11],highorderflrg:7,highorderft:[7,11],highordernonstationaryflrg:11,highordernonstationaryft:11,histogram:14,histori:5,hoang:7,hoft:[1,2,11],honsft:[2,7],horizon:[3,4],horizont:[0,5],hossein:7,hour:[3,12],hour_of_dai:12,hour_of_month:12,hour_of_week:12,hour_of_year:12,hourli:5,http:[0,5,15],http_server:4,huarng:[1,2,15],huarngpartition:[13,15],human:0,hwang:[1,2],hybrid:[7,15],hyndman:5,hyperparam:[1,2],hyperparamet:6,identifi:[3,4,6,7,11,12],ieee:[7,11],ifmg:0,ifnmg:0,ift:[1,2],ignor:[3,12],imag:[4,13],implement:[4,12,15],improv:[7,13,15],improvedweightedflrg:7,improvedweightedft:7,inc:[3,4],increment:[2,3,4,5,7,14],ind:12,indentifi:[3,6],index:[3,4,5,7,8,10,12],index_field:12,index_season:12,index_seri:5,indexedflr:4,indic:[3,4,5],individu:6,inequ:3,infer:5,infil:3,inform:[3,4,14],informationgain:13,initi:[4,5],initial_valu:5,inmet:[1,2],innov:[7,15],inp:5,input:[4,7,10,11,14],insert:[3,4,6],insert_benchmark:3,insert_hyperparam:6,insert_right:4,insid:[3,4,12,14],inst:[4,11],instal:0,instanc:[10,11,13,15],instead:4,instituit:0,institut:0,instituto:5,integ:[3,4],integr:5,intel:[7,15],intellig:[7,8],intend:0,intern:7,internet:5,interpol:3,interpret:4,interv:[3,4,7,8,9,11,13,14,15],interval_dataframe_analytic_column:3,interval_dataframe_synthetic_column:3,interval_heurist:7,interval_method:8,interval_quantil:7,interval_to_interv:3,intervalar:15,intervalft:7,introduc:15,introspect:4,invers:[4,15],ipynb:15,is_high_ord:4,is_multivari:4,ismail:[7,15],ismailefendi:[1,2],isol:13,item:4,itemgett:4,iter:[4,5],its:[5,7,10,12,13,15],ixic:5,janeiro:8,januari:5,jaroszewski:11,javedani:7,jeng:7,job:[3,6],jonathan:11,jone:[4,5],journal:5,jun:[13,15],jupyt:15,kde:[1,2],kei:[3,4],kernel:14,kernel_funct:14,kernelsmooth:14,knearestneighbor:3,knn:[1,2],kullback:14,kullbackleiblerdiverg:14,kwarg:[3,4,6,7,8,9,10,11,12,13,14],lab:0,label:[3,14],lag:[4,5,6,15],lambda:4,largest:4,last:4,later:15,layman:0,lcolor:3,learn:9,lee:7,left:4,legend:[3,4],leibler:14,len_tot:4,length:[3,4,7,8,9,10,11,12,13,15],less:4,lett:5,level:4,lgd:4,lhs_conditional_prob:7,librari:[2,5],like:[4,15],likelihood:14,limit:4,lin:13,linear:[5,11],linearmodel:3,linearseasonalindex:12,linewidth:3,linspac:5,list:[3,4,5,7,8,9,10,11,12,13,14,15],ljung:3,lo_param:3,load:[4,5,7,15],load_env:4,load_obj:4,local:5,locat:[4,11],location_param:11,log:[4,14],logic:[4,7,10,11,12],logist:[4,5],logistic_map:[1,2],look:4,lookup:4,lorentz:[1,2],lorenz:5,loss:3,lower:[4,5,7,11,13],lower_set:13,mackei:[1,2],mackey_glass:5,mai:5,main:15,malaysia:[1,2,7,15],mandatori:4,mani:15,map:[3,5],mape:3,mape_interv:3,marcin:11,market:5,mass:4,match:4,math:[5,13],mathemat:5,matplotlib:[4,13],max:4,max_inc:5,max_ini:5,max_lag:[3,4,7,8,9,10,11,12],maxim:4,maximum:[4,13],mean:[3,4,5,8],measur:[1,2,6],mech:[7,15],median:8,membership:[1,2,6,7,10,11,13,15],membership_funct:13,memori:[4,9],merg:4,meta:[8,9,10],meteorologia:5,method:[0,3,4,5,6,7,8,9,10,11,12,13,15],metodo_clust:[],metric:3,mft:3,midpoint:[4,7,10,11],min:[4,14],min_inc:5,min_ini:5,min_ord:4,mina:0,mind:0,ming:7,minim:[3,4,7,8,9,10,11,12],minimum:[4,15],minute_of_dai:12,minute_of_hour:12,minute_of_month:12,minute_of_week:12,minute_of_year:12,mix:8,mode:4,model:[0,1,2,3,4,5,6,13,15],modelo:3,models_fo:3,models_ho:3,modul:[0,1,15],monash:5,month:12,monthli:[3,5],more:15,most:[9,10,15],move:3,msft:[2,7],mu_inc:5,mu_ini:5,much:4,multi:[3,4,7,10,12],multiseason:[2,7],multiseasonalft:12,multivari:[2,3,4,5,7,13],multivariatefuzzyset:10,musikasuwan:11,mvft:[2,7],nacion:5,naiv:[1,2],name:[3,4,5,6,8,10,11,12,13],nasdaq:[1,2],nation:5,nativ:[4,12],natur:5,nbin:[4,7],nbsp:0,ndata:[3,4,7,10,11],nearest:3,need:4,neighbor:3,next:[4,15],nice:4,noaa:5,node:[3,4],nois:11,noise_param:11,non:[3,4,11,12,15],none:[3,4,5,8,9,10,11,12,13,14],nonperiod:5,nonstationari:[2,4,7],nonstationaryflrg:11,nonstationaryft:11,norm:7,normal:[8,15],north:0,norton:5,notebook:15,noth:15,nov:[13,15],now:4,npart:[11,13],nsft:[2,7],num:5,num_batch:4,num_season:12,number:[3,4,5,6,7,8,10,12,13,14,15],numer:15,numpi:[4,5],obj:[3,4,13],object:[3,4,7,8,10,12,13,14],objectsist:3,occur:4,occurr:4,old:4,older:4,oldest:4,onc:4,one:[3,4,6,7,8,9,10,11,12,14,15],onli:4,onlin:9,only_lin:11,open:[3,6],open_benchmark_db:3,open_hyperparam_db:6,oper:[4,15],operation_matrix:7,option:[3,4,8],order:[3,4,6,7,10,11,12,15],ordered_set:[4,11],ordin:4,org:[0,5],origin:[3,4,15],original_max:4,original_min:4,oscil:5,other:[3,4,8,10],otherwis:3,out:15,outfil:3,output:[13,15],over:4,overlap:15,own:10,p500:5,packag:[0,1],page:0,pair:5,panda:[3,4,5,10,12],par1:11,par2:11,parallel_util:[1,2],param:[3,4,10,11,12],paramet:[3,4,5,6,7,8,9,10,11,12,13,14,15],parametr:15,part:11,partit:[3,4,6,11,12,13,15],partition:[1,2,3,4,6,7,8,9,10,15],partition_funct:[4,7],partitioner_method:9,partitioner_param:9,partitioners_method:3,partitioners_model:3,pass:3,passeng:5,past:4,path:[3,4,13],pattern:4,pct:11,pdf:14,percent:3,percentag:3,percentu:[3,4],perform:[3,6,11,12,13,15],perform_loc:11,perform_width:11,period:11,persist:4,persist_env:4,persist_obj:4,person:[4,5],pertub:11,perturb:[2,7],perturbate_paramet:11,perturbation_factor:11,perturbation_factors__old:11,pesquisa:5,pftsexploreorderandpartit:3,php:5,phy:[5,7,15],physiolog:5,pictur:[3,4],pierc:3,pinbal:3,pinball_mean:3,pip:15,plambda:4,plot:[3,12,13,14],plot_compared_intervals_ahead:3,plot_compared_seri:3,plot_dataframe_interv:3,plot_dataframe_interval_pinbal:3,plot_dataframe_point:3,plot_dataframe_probabilist:3,plot_density_rectang:3,plot_distribut:3,plot_interv:3,plot_partition:13,plot_point:3,plot_probability_distribut:3,plot_residu:3,plot_rul:4,plot_set:[11,13],plot_sets_condit:11,plotcompar:3,plotforecast:3,plotresidu:3,pmf:[3,13],pmf_to_cdf:3,point:[3,4,7,8,9,10,11,12,14,15],point_dataframe_analytic_column:3,point_dataframe_synthetic_column:3,point_expected_valu:7,point_heurist:7,point_method:8,point_to_interv:3,poit:3,poly_width:11,polynomi:11,polynomialnonstationarypartition:11,poor:5,por:3,posit:[4,12],post:4,posterior:3,postprocess:[4,15],power:[4,7,15],pprint:4,pre:4,prebuilt:3,predict:[3,4,7,8,11,15],prefix:13,preprocess:[4,10,12,15],primari:3,primit:13,print:3,print_distribution_statist:3,print_interval_statist:3,print_point_statist:3,probabil:3,probabilist:[1,2,3,4,7,8,15],probabilistic_dataframe_analytic_column:3,probabilistic_dataframe_synthetic_column:3,probabilisticweightedflrg:7,probabilisticweightedft:7,probabilitydist:3,probabilitydistribut:[1,2,3,4,7,8],probabl:[3,4,7,8,14],problem:7,procedur:[3,4],process:[3,4,5],process_common_data:3,process_interval_job:3,process_job:6,process_point_job:3,process_probabilistic_job:3,product:[5,7,15],prof:0,progress:3,project:[13,15],propos:15,provid:[0,4,8,15],psd:5,pseudo:14,pseudologlikelihood:14,pwflrg:7,pwft:[1,2],python:[2,15],q05:3,q25:3,q75:3,q95:3,quantil:[3,8,14],quantile_regress:3,quantileregress:3,quantreg:[1,2],queri:3,quick:0,quot:5,quotat:5,rais:4,random_walk:5,rang:[3,15],rank:3,rate:[7,15],read:5,readabl:0,real:[4,15],recent:[9,10,15],record:4,recreat:9,recurr:4,red:3,reference_data:3,refin:[7,15],regress:3,relat:14,relationship:[4,7,10,11,12],remov:4,ren:7,replac:3,repo:15,repr:4,repres:[3,4,7,8,10,14],represent:15,research:[0,15],residu:3,residualanalysi:[1,2],resolut:3,respect:[4,14],respons:12,result:[3,4,6],retrain:[2,7],revers:4,review:[3,15],rhs_conditional_prob:7,rhs_unconditional_prob:7,right:4,ringgit:[7,15],rio:8,rmse:3,rmse_interv:3,rmseavg:3,rmsestd:3,rng:11,robert:5,roger:4,roi:4,root:3,rossler:[1,2],round:13,rule:[3,4,10,15],rules_by_axi:4,run:3,run_interv:3,run_point:3,run_probabilist:3,sadaei:[1,2,15],salang:11,same:[4,8],sampl:[3,5,7,15],sampler:8,save:[3,4,11,13],save_best:3,save_dataframe_interv:3,save_dataframe_point:3,save_dataframe_probabilist:3,save_model:4,scale:[3,4,15],scale_down:11,scale_param:3,scale_up:11,scan:4,scheme:[3,6,15],scienc:5,scientist:0,score:3,search:[0,4,7,15],season:[2,3,4,7,8,15],seasonalensembleft:8,seasonalflrg:12,seasonalft:12,seasonalindex:[2,7],second:12,second_of_dai:12,second_of_hour:12,second_of_minut:12,secur:5,selecaosimples_menorrms:3,select:5,sep:5,separ:5,sequenc:4,seri:[1,2,3,4,7,8,9,10,11,12,13],set:[3,4,6,7,10,11,12,13,14,15],set_data:12,set_lh:10,set_ord:4,set_rh:10,set_transform:8,setnam:13,sever:[3,8,13],severiano:7,sft:[2,7],shape:4,share:8,sharp:3,sharpavg:3,sharpstd:3,shortnam:4,show:[4,13],show_and_save_imag:4,shyi:7,side:4,sigma_inc:5,sigma_ini:5,sigmf:4,sigmoid:4,silva:[0,7,8],simpl:[0,5,12],simple_model_predict:4,simple_model_train:4,simplenonstationary_gridpartitioner_build:11,simplenonstationarypartition:11,simpler:4,simplesearch_rms:3,singl:[4,13],single_plot_residu:3,singleton:[1,2,4],singletonpartition:13,sistema:5,size:[3,4,11,13],slice:4,slide:[3,4],sliding_window:4,sliding_window_benchmark:3,smape:3,smith:4,smooth:[4,15],social:[13,15],solar:7,sonda:[1,2],song:[1,2,12,15],sort:4,sort_ascend:3,sort_column:3,sortedcollect:[1,2],sourc:[3,4,5,6,7,8,9,10,11,12,13,14],sp500:5,space:3,specif:[3,4,7,8,9,10,11,12],split:[3,4,13],splitabov:13,splitbelow:13,splite:15,sql:3,sqlite3:[3,6],sqlite:[3,6],squar:3,ssci:7,standard:[3,5,15],start:[0,3,4,7,10,11,12],start_dispy_clust:4,stat:[3,7,15],station:5,stationari:11,statist:[0,3],statsmodel:3,step:[3,4,7,8,9,10,11,12,15],steps_ahead:[3,4],stochast:5,stock:5,stop_dispy_clust:4,store:[3,4,6],strang:5,string:[4,10,13],strip_datepart:12,structur:[4,12],student:0,submodul:[0,1],subpackag:[0,1],suitabl:0,sum:7,sunspot:[1,2],superset:4,support:4,symbol:5,symmetr:3,symposium:7,synthet:[3,5],syst:[7,12,13,15],system:[5,7,11],tabl:[3,6],tabular_dataframe_column:3,tag:[3,6],taiex:[1,2,7,15],taiwan:5,take:15,tam:[3,11,13,14],target:3,target_vari:4,tau:[3,5,14],technol:[13,15],tempeatur:5,tempor:[4,12,15],term:[3,7,15],test:[3,4,6,15],test_data:3,than:[4,15],thei:4,theil:3,theilsinequ:3,theoret:3,theori:15,thi:[0,4,5,7,10,11,12,13,14,15],thoma:4,those:4,thres1:13,thres2:13,threshold:13,through:5,time:[1,2,3,4,7,8,9,10,11,12,13],time_from:3,time_to:3,timegridpartition:12,times2:3,timeseri:5,titl:[3,13,14],tool:[0,15],total:5,tradit:7,train:[3,4,6,7,8,9,10,11,12,13],train_data:[3,8],train_individual_model:8,train_method:4,train_paramet:4,transact:11,transform:[1,2,3,6,10,11,12,13,15],transformations_param:4,transit:[4,15],translat:15,trapezoid:[4,13,15],trapmf:4,tree:[1,2],trend:[7,15],trendweightedflrg:7,trendweightedft:7,triangular:4,trigger:4,trimf:4,tsa:3,tsdl:5,tun:6,tupl:[3,4,6],two:5,twse:5,type:[3,4,5,12,13,14,15],typeonlegend:3,uavg:3,ufmg:0,under:4,unified_scaled_interv:3,unified_scaled_interval_pinbal:3,unified_scaled_point:3,unified_scaled_probabilist:3,uniform:5,uniqu:[4,7,8,11,12],uniquefilenam:4,unit:12,univari:5,univers:[0,3,4,5,11,12,13,14,15],unpack_arg:11,uod:[3,4,6,7,14],uod_clip:4,up_param:3,updat:9,update_model:7,update_uod:8,updateuod:[4,10],upper:[4,5,7,11,13],upper_set:13,url:[0,3,5],usa:5,usag:0,usd:[1,2],use:[0,4],used:[3,4,6,7,8,13,15],user:[3,6],using:[4,7,9,13,15],ustatist:3,ustd:3,usual:[4,15],util:[1,2,7],val:13,valid:4,valu:[3,4,5,6,7,8,9,10,11,12,14,15],valueerror:4,variabl:[2,4,7,13],varianc:[4,5],vector:4,veri:[5,7],verif:3,visualize_distribut:7,vmax:5,vmin:5,vol:[7,12,13,15],want:0,weather:3,weight:[5,7,10,15],weightedflrg:[7,10],weightedft:7,weightedhighorderflrg:7,weightedhighorderft:7,weightedmvft:10,when:[4,9,10],where:[3,4,7,10,12],which:[3,4,6,15],white_nois:5,whose:0,width:[11,13,14],width_param:11,window:[3,4,9],window_index:11,window_kei:3,window_length:9,window_s:11,windows:[3,4],winkler:3,winkler_mean:3,winkler_scor:3,without:4,wmvft:[2,7],word:[3,6],work:4,wrap:[3,8,9],www:5,xiii:8,yahoo:5,year:12,yearli:5,yeh:[13,15],you:4,young:4,younger:4,youngest:4,zenodo:0},titles:["pyFTS - Fuzzy Time Series for Python","pyFTS","pyFTS package","pyFTS.benchmarks package","pyFTS.common package","pyFTS.data package","pyFTS.hyperparam package","pyFTS.models package","pyFTS.models.ensemble package","pyFTS.models.incremental package","pyFTS.models.multivariate package","pyFTS.models.nonstationary package","pyFTS.models.seasonal package","pyFTS.partitioners package","pyFTS.probabilistic package","pyFTS Quick Start"],titleterms:{FTS:15,airpasseng:5,arima:3,artifici:5,benchmark:3,bitcoin:5,chaotic:5,chen:7,cheng:7,cmean:13,cmsft:12,cmvft:10,common:[4,5,10,11,12],composit:4,conf:2,content:[2,3,4,5,6,7,8,9,10,11,12,13,14],cvft:11,data:5,dataset:5,dowjon:5,enrol:5,ensembl:8,entropi:13,ethereum:5,eur:5,exampl:15,fcm:13,flr:[4,10],flrg:[4,10,11],fts:4,fuzzi:[0,15],fuzzyset:4,gbp:5,glass:5,grid:13,gridsearch:6,henon:5,hoft:7,honsft:11,how:[0,15],huarng:13,hwang:7,hyperparam:6,ift:7,increment:9,index:0,inmet:5,instal:15,ismailefendi:7,kde:14,knn:3,librari:0,logistic_map:5,lorentz:5,mackei:5,malaysia:5,measur:3,membership:4,model:[7,8,9,10,11,12],modul:[2,3,4,5,6,7,8,9,10,11,12,13,14],msft:12,multiseason:8,multivari:10,mvft:10,naiv:3,nasdaq:5,nonstationari:11,nsft:11,packag:[2,3,4,5,6,7,8,9,10,11,12,13,14],parallel_util:13,partition:[11,12,13],perturb:11,probabilist:14,probabilitydistribut:14,pwft:7,pyft:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15],python:0,quantreg:3,quick:15,refer:[0,15],residualanalysi:3,retrain:9,rossler:5,sadaei:7,season:12,seasonalindex:12,seri:[0,5,15],sft:12,singleton:13,sonda:5,song:7,sortedcollect:4,start:15,submodul:[2,3,4,5,6,7,8,9,10,11,12,13,14],subpackag:[2,7],sunspot:5,taiex:5,time:[0,5,15],transform:4,tree:4,usag:15,usd:5,util:[3,4,6,11,13],variabl:10,what:[0,15],wmvft:10}}) \ No newline at end of file +Search.setIndex({docnames:["index","modules","pyFTS","pyFTS.benchmarks","pyFTS.common","pyFTS.data","pyFTS.hyperparam","pyFTS.models","pyFTS.models.ensemble","pyFTS.models.incremental","pyFTS.models.multivariate","pyFTS.models.nonstationary","pyFTS.models.seasonal","pyFTS.partitioners","pyFTS.probabilistic","quickstart"],envversion:53,filenames:["index.rst","modules.rst","pyFTS.rst","pyFTS.benchmarks.rst","pyFTS.common.rst","pyFTS.data.rst","pyFTS.hyperparam.rst","pyFTS.models.rst","pyFTS.models.ensemble.rst","pyFTS.models.incremental.rst","pyFTS.models.multivariate.rst","pyFTS.models.nonstationary.rst","pyFTS.models.seasonal.rst","pyFTS.partitioners.rst","pyFTS.probabilistic.rst","quickstart.rst"],objects:{"":{pyFTS:[2,0,0,"-"]},"pyFTS.benchmarks":{Measures:[3,0,0,"-"],ResidualAnalysis:[3,0,0,"-"],Util:[3,0,0,"-"],arima:[3,0,0,"-"],benchmarks:[3,0,0,"-"],knn:[3,0,0,"-"],naive:[3,0,0,"-"],quantreg:[3,0,0,"-"]},"pyFTS.benchmarks.Measures":{BoxLjungStatistic:[3,1,1,""],BoxPierceStatistic:[3,1,1,""],TheilsInequality:[3,1,1,""],UStatistic:[3,1,1,""],acf:[3,1,1,""],brier_score:[3,1,1,""],coverage:[3,1,1,""],crps:[3,1,1,""],get_distribution_statistics:[3,1,1,""],get_interval_statistics:[3,1,1,""],get_point_statistics:[3,1,1,""],heavyside:[3,1,1,""],heavyside_cdf:[3,1,1,""],mape:[3,1,1,""],mape_interval:[3,1,1,""],pinball:[3,1,1,""],pinball_mean:[3,1,1,""],pmf_to_cdf:[3,1,1,""],resolution:[3,1,1,""],rmse:[3,1,1,""],rmse_interval:[3,1,1,""],sharpness:[3,1,1,""],smape:[3,1,1,""],winkler_mean:[3,1,1,""],winkler_score:[3,1,1,""]},"pyFTS.benchmarks.ResidualAnalysis":{chi_squared:[3,1,1,""],compare_residuals:[3,1,1,""],plotResiduals:[3,1,1,""],plot_residuals:[3,1,1,""],residuals:[3,1,1,""],single_plot_residuals:[3,1,1,""]},"pyFTS.benchmarks.Util":{analytic_tabular_dataframe:[3,1,1,""],analytical_data_columns:[3,1,1,""],base_dataframe_columns:[3,1,1,""],cast_dataframe_to_synthetic:[3,1,1,""],cast_dataframe_to_synthetic_interval:[3,1,1,""],cast_dataframe_to_synthetic_point:[3,1,1,""],cast_dataframe_to_synthetic_probabilistic:[3,1,1,""],check_ignore_list:[3,1,1,""],check_replace_list:[3,1,1,""],create_benchmark_tables:[3,1,1,""],extract_measure:[3,1,1,""],find_best:[3,1,1,""],get_dataframe_from_bd:[3,1,1,""],insert_benchmark:[3,1,1,""],interval_dataframe_analytic_columns:[3,1,1,""],interval_dataframe_synthetic_columns:[3,1,1,""],open_benchmark_db:[3,1,1,""],plot_dataframe_interval:[3,1,1,""],plot_dataframe_interval_pinball:[3,1,1,""],plot_dataframe_point:[3,1,1,""],plot_dataframe_probabilistic:[3,1,1,""],point_dataframe_analytic_columns:[3,1,1,""],point_dataframe_synthetic_columns:[3,1,1,""],probabilistic_dataframe_analytic_columns:[3,1,1,""],probabilistic_dataframe_synthetic_columns:[3,1,1,""],process_common_data:[3,1,1,""],save_dataframe_interval:[3,1,1,""],save_dataframe_point:[3,1,1,""],save_dataframe_probabilistic:[3,1,1,""],scale:[3,1,1,""],scale_params:[3,1,1,""],stats:[3,1,1,""],tabular_dataframe_columns:[3,1,1,""],unified_scaled_interval:[3,1,1,""],unified_scaled_interval_pinball:[3,1,1,""],unified_scaled_point:[3,1,1,""],unified_scaled_probabilistic:[3,1,1,""]},"pyFTS.benchmarks.arima":{ARIMA:[3,2,1,""]},"pyFTS.benchmarks.arima.ARIMA":{ar:[3,3,1,""],forecast:[3,3,1,""],forecast_ahead_distribution:[3,3,1,""],forecast_ahead_interval:[3,3,1,""],forecast_distribution:[3,3,1,""],forecast_interval:[3,3,1,""],ma:[3,3,1,""],train:[3,3,1,""]},"pyFTS.benchmarks.benchmarks":{SelecaoSimples_MenorRMSE:[3,1,1,""],compareModelsPlot:[3,1,1,""],compareModelsTable:[3,1,1,""],get_benchmark_interval_methods:[3,1,1,""],get_benchmark_point_methods:[3,1,1,""],get_benchmark_probabilistic_methods:[3,1,1,""],get_interval_methods:[3,1,1,""],get_point_methods:[3,1,1,""],get_point_multivariate_methods:[3,1,1,""],get_probabilistic_methods:[3,1,1,""],pftsExploreOrderAndPartitions:[3,1,1,""],plotCompared:[3,1,1,""],plot_compared_intervals_ahead:[3,1,1,""],plot_compared_series:[3,1,1,""],plot_density_rectange:[3,1,1,""],plot_distribution:[3,1,1,""],plot_interval:[3,1,1,""],plot_point:[3,1,1,""],plot_probability_distributions:[3,1,1,""],print_distribution_statistics:[3,1,1,""],print_interval_statistics:[3,1,1,""],print_point_statistics:[3,1,1,""],process_interval_jobs:[3,1,1,""],process_point_jobs:[3,1,1,""],process_probabilistic_jobs:[3,1,1,""],run_interval:[3,1,1,""],run_point:[3,1,1,""],run_probabilistic:[3,1,1,""],simpleSearch_RMSE:[3,1,1,""],sliding_window_benchmarks:[3,1,1,""]},"pyFTS.benchmarks.knn":{KNearestNeighbors:[3,2,1,""]},"pyFTS.benchmarks.knn.KNearestNeighbors":{forecast_distribution:[3,3,1,""],knn:[3,3,1,""],train:[3,3,1,""]},"pyFTS.benchmarks.naive":{Naive:[3,2,1,""]},"pyFTS.benchmarks.naive.Naive":{forecast:[3,3,1,""]},"pyFTS.benchmarks.quantreg":{QuantileRegression:[3,2,1,""]},"pyFTS.benchmarks.quantreg.QuantileRegression":{forecast:[3,3,1,""],forecast_ahead_distribution:[3,3,1,""],forecast_ahead_interval:[3,3,1,""],forecast_distribution:[3,3,1,""],forecast_interval:[3,3,1,""],interval_to_interval:[3,3,1,""],linearmodel:[3,3,1,""],point_to_interval:[3,3,1,""],train:[3,3,1,""]},"pyFTS.common":{Composite:[4,0,0,"-"],FLR:[4,0,0,"-"],FuzzySet:[4,0,0,"-"],Membership:[4,0,0,"-"],SortedCollection:[4,0,0,"-"],Transformations:[4,0,0,"-"],Util:[4,0,0,"-"],flrg:[4,0,0,"-"],fts:[4,0,0,"-"],tree:[4,0,0,"-"]},"pyFTS.common.Composite":{FuzzySet:[4,2,1,""]},"pyFTS.common.Composite.FuzzySet":{append:[4,3,1,""],append_set:[4,3,1,""],membership:[4,3,1,""],transform:[4,3,1,""]},"pyFTS.common.FLR":{FLR:[4,2,1,""],IndexedFLR:[4,2,1,""],generate_high_order_recurrent_flr:[4,1,1,""],generate_indexed_flrs:[4,1,1,""],generate_non_recurrent_flrs:[4,1,1,""],generate_recurrent_flrs:[4,1,1,""]},"pyFTS.common.FLR.FLR":{LHS:[4,4,1,""],RHS:[4,4,1,""]},"pyFTS.common.FLR.IndexedFLR":{index:[4,4,1,""]},"pyFTS.common.FuzzySet":{FuzzySet:[4,2,1,""],check_bounds:[4,1,1,""],check_bounds_index:[4,1,1,""],fuzzyfy:[4,1,1,""],fuzzyfy_instance:[4,1,1,""],fuzzyfy_instances:[4,1,1,""],fuzzyfy_series:[4,1,1,""],fuzzyfy_series_old:[4,1,1,""],get_fuzzysets:[4,1,1,""],get_maximum_membership_fuzzyset:[4,1,1,""],get_maximum_membership_fuzzyset_index:[4,1,1,""],grant_bounds:[4,1,1,""],set_ordered:[4,1,1,""]},"pyFTS.common.FuzzySet.FuzzySet":{Z:[4,4,1,""],alpha:[4,4,1,""],centroid:[4,4,1,""],membership:[4,3,1,""],mf:[4,4,1,""],name:[4,4,1,""],parameters:[4,4,1,""],partition_function:[4,3,1,""],transform:[4,3,1,""],type:[4,4,1,""],variable:[4,4,1,""]},"pyFTS.common.Membership":{bellmf:[4,1,1,""],gaussmf:[4,1,1,""],sigmf:[4,1,1,""],singleton:[4,1,1,""],trapmf:[4,1,1,""],trimf:[4,1,1,""]},"pyFTS.common.SortedCollection":{SortedCollection:[4,2,1,""]},"pyFTS.common.SortedCollection.SortedCollection":{around:[4,3,1,""],between:[4,3,1,""],clear:[4,3,1,""],copy:[4,3,1,""],count:[4,3,1,""],find:[4,3,1,""],find_ge:[4,3,1,""],find_gt:[4,3,1,""],find_le:[4,3,1,""],find_lt:[4,3,1,""],index:[4,3,1,""],insert:[4,3,1,""],insert_right:[4,3,1,""],inside:[4,3,1,""],key:[4,4,1,""],remove:[4,3,1,""]},"pyFTS.common.Transformations":{AdaptiveExpectation:[4,2,1,""],BoxCox:[4,2,1,""],Differential:[4,2,1,""],Scale:[4,2,1,""],Transformation:[4,2,1,""],Z:[4,1,1,""],aggregate:[4,1,1,""],roi:[4,1,1,""],smoothing:[4,1,1,""]},"pyFTS.common.Transformations.AdaptiveExpectation":{apply:[4,3,1,""],inverse:[4,3,1,""],parameters:[4,4,1,""]},"pyFTS.common.Transformations.BoxCox":{apply:[4,3,1,""],inverse:[4,3,1,""],parameters:[4,4,1,""]},"pyFTS.common.Transformations.Differential":{apply:[4,3,1,""],inverse:[4,3,1,""],parameters:[4,4,1,""]},"pyFTS.common.Transformations.Scale":{apply:[4,3,1,""],inverse:[4,3,1,""],parameters:[4,4,1,""]},"pyFTS.common.Transformations.Transformation":{apply:[4,3,1,""],inverse:[4,3,1,""]},"pyFTS.common.Util":{current_milli_time:[4,1,1,""],distributed_predict:[4,1,1,""],distributed_train:[4,1,1,""],draw_sets_on_axis:[4,1,1,""],enumerate2:[4,1,1,""],load_env:[4,1,1,""],load_obj:[4,1,1,""],persist_env:[4,1,1,""],persist_obj:[4,1,1,""],plot_rules:[4,1,1,""],show_and_save_image:[4,1,1,""],simple_model_predict:[4,1,1,""],simple_model_train:[4,1,1,""],sliding_window:[4,1,1,""],start_dispy_cluster:[4,1,1,""],stop_dispy_cluster:[4,1,1,""],uniquefilename:[4,1,1,""]},"pyFTS.common.flrg":{FLRG:[4,2,1,""]},"pyFTS.common.flrg.FLRG":{LHS:[4,4,1,""],RHS:[4,4,1,""],append_rhs:[4,3,1,""],get_key:[4,3,1,""],get_lower:[4,3,1,""],get_membership:[4,3,1,""],get_midpoint:[4,3,1,""],get_midpoints:[4,3,1,""],get_upper:[4,3,1,""],order:[4,4,1,""],reset_calculated_values:[4,3,1,""]},"pyFTS.common.fts":{FTS:[4,2,1,""]},"pyFTS.common.fts.FTS":{alpha_cut:[4,4,1,""],append_transformation:[4,3,1,""],apply_inverse_transformations:[4,3,1,""],apply_transformations:[4,3,1,""],auto_update:[4,4,1,""],benchmark_only:[4,4,1,""],clone_parameters:[4,3,1,""],detail:[4,4,1,""],fit:[4,3,1,""],flrgs:[4,4,1,""],forecast:[4,3,1,""],forecast_ahead:[4,3,1,""],forecast_ahead_distribution:[4,3,1,""],forecast_ahead_interval:[4,3,1,""],forecast_ahead_multivariate:[4,3,1,""],forecast_distribution:[4,3,1,""],forecast_interval:[4,3,1,""],forecast_multivariate:[4,3,1,""],fuzzy:[4,3,1,""],get_UoD:[4,3,1,""],has_interval_forecasting:[4,4,1,""],has_point_forecasting:[4,4,1,""],has_probability_forecasting:[4,4,1,""],has_seasonality:[4,4,1,""],indexer:[4,4,1,""],is_high_order:[4,4,1,""],is_multivariate:[4,4,1,""],len_total:[4,3,1,""],max_lag:[4,4,1,""],merge:[4,3,1,""],min_order:[4,4,1,""],name:[4,4,1,""],order:[4,4,1,""],original_max:[4,4,1,""],original_min:[4,4,1,""],partitioner:[4,4,1,""],predict:[4,3,1,""],reset_calculated_values:[4,3,1,""],sets:[4,4,1,""],shortname:[4,4,1,""],train:[4,3,1,""],transformations:[4,4,1,""],transformations_param:[4,4,1,""],uod_clip:[4,4,1,""]},"pyFTS.common.tree":{FLRGTree:[4,2,1,""],FLRGTreeNode:[4,2,1,""],build_tree_without_order:[4,1,1,""],flat:[4,1,1,""]},"pyFTS.common.tree.FLRGTreeNode":{appendChild:[4,3,1,""],getChildren:[4,3,1,""],getStr:[4,3,1,""],paths:[4,3,1,""]},"pyFTS.data":{AirPassengers:[5,0,0,"-"],Bitcoin:[5,0,0,"-"],DowJones:[5,0,0,"-"],EURGBP:[5,0,0,"-"],EURUSD:[5,0,0,"-"],Enrollments:[5,0,0,"-"],Ethereum:[5,0,0,"-"],GBPUSD:[5,0,0,"-"],INMET:[5,0,0,"-"],Malaysia:[5,0,0,"-"],NASDAQ:[5,0,0,"-"],SONDA:[5,0,0,"-"],SP500:[5,0,0,"-"],TAIEX:[5,0,0,"-"],artificial:[5,0,0,"-"],common:[5,0,0,"-"],henon:[5,0,0,"-"],logistic_map:[5,0,0,"-"],lorentz:[5,0,0,"-"],mackey_glass:[5,0,0,"-"],rossler:[5,0,0,"-"],sunspots:[5,0,0,"-"]},"pyFTS.data.AirPassengers":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.Bitcoin":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.DowJones":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.EURGBP":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.EURUSD":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.Enrollments":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.Ethereum":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.GBPUSD":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.INMET":{get_dataframe:[5,1,1,""]},"pyFTS.data.Malaysia":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.NASDAQ":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.SONDA":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.SP500":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.TAIEX":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.artificial":{generate_gaussian_linear:[5,1,1,""],generate_uniform_linear:[5,1,1,""],random_walk:[5,1,1,""],white_noise:[5,1,1,""]},"pyFTS.data.common":{get_dataframe:[5,1,1,""]},"pyFTS.data.henon":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.logistic_map":{get_data:[5,1,1,""]},"pyFTS.data.lorentz":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.mackey_glass":{get_data:[5,1,1,""]},"pyFTS.data.rossler":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.data.sunspots":{get_data:[5,1,1,""],get_dataframe:[5,1,1,""]},"pyFTS.hyperparam":{GridSearch:[6,0,0,"-"],Util:[6,0,0,"-"]},"pyFTS.hyperparam.GridSearch":{cluster_method:[6,1,1,""],dict_individual:[6,1,1,""],execute:[6,1,1,""],process_jobs:[6,1,1,""]},"pyFTS.hyperparam.Util":{create_hyperparam_tables:[6,1,1,""],insert_hyperparam:[6,1,1,""],open_hyperparam_db:[6,1,1,""]},"pyFTS.models":{chen:[7,0,0,"-"],cheng:[7,0,0,"-"],ensemble:[8,0,0,"-"],hofts:[7,0,0,"-"],hwang:[7,0,0,"-"],ifts:[7,0,0,"-"],incremental:[9,0,0,"-"],ismailefendi:[7,0,0,"-"],multivariate:[10,0,0,"-"],nonstationary:[11,0,0,"-"],pwfts:[7,0,0,"-"],sadaei:[7,0,0,"-"],seasonal:[12,0,0,"-"],song:[7,0,0,"-"],yu:[7,0,0,"-"]},"pyFTS.models.chen":{ConventionalFLRG:[7,2,1,""],ConventionalFTS:[7,2,1,""]},"pyFTS.models.chen.ConventionalFLRG":{append_rhs:[7,3,1,""],get_key:[7,3,1,""]},"pyFTS.models.chen.ConventionalFTS":{forecast:[7,3,1,""],generate_flrg:[7,3,1,""],train:[7,3,1,""]},"pyFTS.models.cheng":{TrendWeightedFLRG:[7,2,1,""],TrendWeightedFTS:[7,2,1,""]},"pyFTS.models.cheng.TrendWeightedFLRG":{weights:[7,3,1,""]},"pyFTS.models.cheng.TrendWeightedFTS":{generate_FLRG:[7,3,1,""]},"pyFTS.models.ensemble":{ensemble:[8,0,0,"-"],multiseasonal:[8,0,0,"-"]},"pyFTS.models.ensemble.ensemble":{AllMethodEnsembleFTS:[8,2,1,""],EnsembleFTS:[8,2,1,""],sampler:[8,1,1,""]},"pyFTS.models.ensemble.ensemble.AllMethodEnsembleFTS":{set_transformations:[8,3,1,""],train:[8,3,1,""]},"pyFTS.models.ensemble.ensemble.EnsembleFTS":{alpha:[8,4,1,""],append_model:[8,3,1,""],forecast:[8,3,1,""],forecast_ahead_distribution:[8,3,1,""],forecast_ahead_interval:[8,3,1,""],forecast_distribution:[8,3,1,""],forecast_interval:[8,3,1,""],get_distribution_interquantile:[8,3,1,""],get_interval:[8,3,1,""],get_models_forecasts:[8,3,1,""],get_point:[8,3,1,""],interval_method:[8,4,1,""],models:[8,4,1,""],parameters:[8,4,1,""],point_method:[8,4,1,""],train:[8,3,1,""]},"pyFTS.models.ensemble.multiseasonal":{SeasonalEnsembleFTS:[8,2,1,""],train_individual_model:[8,1,1,""]},"pyFTS.models.ensemble.multiseasonal.SeasonalEnsembleFTS":{forecast_distribution:[8,3,1,""],train:[8,3,1,""],update_uod:[8,3,1,""]},"pyFTS.models.hofts":{HighOrderFLRG:[7,2,1,""],HighOrderFTS:[7,2,1,""],WeightedHighOrderFLRG:[7,2,1,""],WeightedHighOrderFTS:[7,2,1,""]},"pyFTS.models.hofts.HighOrderFLRG":{append_lhs:[7,3,1,""],append_rhs:[7,3,1,""]},"pyFTS.models.hofts.HighOrderFTS":{configure_lags:[7,3,1,""],forecast:[7,3,1,""],generate_flrg:[7,3,1,""],generate_flrg_fuzzyfied:[7,3,1,""],generate_lhs_flrg:[7,3,1,""],generate_lhs_flrg_fuzzyfied:[7,3,1,""],train:[7,3,1,""]},"pyFTS.models.hofts.WeightedHighOrderFLRG":{append_lhs:[7,3,1,""],append_rhs:[7,3,1,""],get_midpoint:[7,3,1,""],weights:[7,3,1,""]},"pyFTS.models.hofts.WeightedHighOrderFTS":{generate_lhs_flrg_fuzzyfied:[7,3,1,""]},"pyFTS.models.hwang":{HighOrderFTS:[7,2,1,""]},"pyFTS.models.hwang.HighOrderFTS":{configure_lags:[7,3,1,""],forecast:[7,3,1,""],train:[7,3,1,""]},"pyFTS.models.ifts":{IntervalFTS:[7,2,1,""]},"pyFTS.models.ifts.IntervalFTS":{forecast_interval:[7,3,1,""],get_lower:[7,3,1,""],get_sequence_membership:[7,3,1,""],get_upper:[7,3,1,""]},"pyFTS.models.incremental":{Retrainer:[9,0,0,"-"]},"pyFTS.models.incremental.Retrainer":{Retrainer:[9,2,1,""]},"pyFTS.models.incremental.Retrainer.Retrainer":{auto_update:[9,4,1,""],batch_size:[9,4,1,""],forecast:[9,3,1,""],fts_method:[9,4,1,""],fts_params:[9,4,1,""],model:[9,4,1,""],partitioner:[9,4,1,""],partitioner_method:[9,4,1,""],partitioner_params:[9,4,1,""],train:[9,3,1,""],window_length:[9,4,1,""]},"pyFTS.models.ismailefendi":{ImprovedWeightedFLRG:[7,2,1,""],ImprovedWeightedFTS:[7,2,1,""]},"pyFTS.models.ismailefendi.ImprovedWeightedFLRG":{append_rhs:[7,3,1,""],weights:[7,3,1,""]},"pyFTS.models.ismailefendi.ImprovedWeightedFTS":{forecast:[7,3,1,""],generate_flrg:[7,3,1,""],train:[7,3,1,""]},"pyFTS.models.multivariate":{FLR:[10,0,0,"-"],cmvfts:[10,0,0,"-"],common:[10,0,0,"-"],flrg:[10,0,0,"-"],mvfts:[10,0,0,"-"],variable:[10,0,0,"-"],wmvfts:[10,0,0,"-"]},"pyFTS.models.multivariate.FLR":{FLR:[10,2,1,""]},"pyFTS.models.multivariate.FLR.FLR":{set_lhs:[10,3,1,""],set_rhs:[10,3,1,""]},"pyFTS.models.multivariate.cmvfts":{ClusteredMVFTS:[10,2,1,""]},"pyFTS.models.multivariate.cmvfts.ClusteredMVFTS":{check_data:[10,3,1,""],cluster:[10,4,1,""],cluster_method:[10,4,1,""],cluster_params:[10,4,1,""],forecast:[10,3,1,""],forecast_multivariate:[10,3,1,""],fts_method:[10,4,1,""],fts_params:[10,4,1,""],fuzzyfy:[10,3,1,""],model:[10,4,1,""],train:[10,3,1,""]},"pyFTS.models.multivariate.common":{MultivariateFuzzySet:[10,2,1,""],fuzzyfy_instance:[10,1,1,""],fuzzyfy_instance_clustered:[10,1,1,""]},"pyFTS.models.multivariate.common.MultivariateFuzzySet":{append_set:[10,3,1,""],membership:[10,3,1,""],set_target_variable:[10,3,1,""]},"pyFTS.models.multivariate.flrg":{FLRG:[10,2,1,""]},"pyFTS.models.multivariate.flrg.FLRG":{append_rhs:[10,3,1,""],get_membership:[10,3,1,""],set_lhs:[10,3,1,""]},"pyFTS.models.multivariate.mvfts":{MVFTS:[10,2,1,""]},"pyFTS.models.multivariate.mvfts.MVFTS":{append_variable:[10,3,1,""],apply_transformations:[10,3,1,""],clone_parameters:[10,3,1,""],forecast:[10,3,1,""],forecast_ahead:[10,3,1,""],format_data:[10,3,1,""],generate_flrg:[10,3,1,""],generate_flrs:[10,3,1,""],generate_lhs_flrs:[10,3,1,""],train:[10,3,1,""]},"pyFTS.models.multivariate.variable":{Variable:[10,2,1,""]},"pyFTS.models.multivariate.variable.Variable":{alias:[10,4,1,""],apply_inverse_transformations:[10,3,1,""],apply_transformations:[10,3,1,""],build:[10,3,1,""],data_label:[10,4,1,""],name:[10,4,1,""]},"pyFTS.models.multivariate.wmvfts":{WeightedFLRG:[10,2,1,""],WeightedMVFTS:[10,2,1,""]},"pyFTS.models.multivariate.wmvfts.WeightedFLRG":{append_rhs:[10,3,1,""],get_midpoint:[10,3,1,""],weights:[10,3,1,""]},"pyFTS.models.multivariate.wmvfts.WeightedMVFTS":{generate_flrg:[10,3,1,""]},"pyFTS.models.nonstationary":{common:[11,0,0,"-"],cvfts:[11,0,0,"-"],flrg:[11,0,0,"-"],honsfts:[11,0,0,"-"],nsfts:[11,0,0,"-"],partitioners:[11,0,0,"-"],perturbation:[11,0,0,"-"],util:[11,0,0,"-"]},"pyFTS.models.nonstationary.common":{FuzzySet:[11,2,1,""],check_bounds:[11,1,1,""],check_bounds_index:[11,1,1,""],fuzzify:[11,1,1,""],fuzzySeries:[11,1,1,""],window_index:[11,1,1,""]},"pyFTS.models.nonstationary.common.FuzzySet":{get_lower:[11,3,1,""],get_midpoint:[11,3,1,""],get_upper:[11,3,1,""],location:[11,4,1,""],location_params:[11,4,1,""],membership:[11,3,1,""],noise:[11,4,1,""],noise_params:[11,4,1,""],perform_location:[11,3,1,""],perform_width:[11,3,1,""],perturbate_parameters:[11,3,1,""],width:[11,4,1,""],width_params:[11,4,1,""]},"pyFTS.models.nonstationary.cvfts":{ConditionalVarianceFTS:[11,2,1,""],HighOrderNonstationaryFLRG:[11,2,1,""]},"pyFTS.models.nonstationary.cvfts.ConditionalVarianceFTS":{forecast:[11,3,1,""],forecast_interval:[11,3,1,""],generate_flrg:[11,3,1,""],perturbation_factors:[11,3,1,""],perturbation_factors__old:[11,3,1,""],train:[11,3,1,""]},"pyFTS.models.nonstationary.cvfts.HighOrderNonstationaryFLRG":{append_lhs:[11,3,1,""],append_rhs:[11,3,1,""]},"pyFTS.models.nonstationary.flrg":{NonStationaryFLRG:[11,2,1,""]},"pyFTS.models.nonstationary.flrg.NonStationaryFLRG":{get_key:[11,3,1,""],get_lower:[11,3,1,""],get_membership:[11,3,1,""],get_midpoint:[11,3,1,""],get_upper:[11,3,1,""],unpack_args:[11,3,1,""]},"pyFTS.models.nonstationary.honsfts":{HighOrderNonStationaryFLRG:[11,2,1,""],HighOrderNonStationaryFTS:[11,2,1,""]},"pyFTS.models.nonstationary.honsfts.HighOrderNonStationaryFLRG":{append_lhs:[11,3,1,""],append_rhs:[11,3,1,""]},"pyFTS.models.nonstationary.honsfts.HighOrderNonStationaryFTS":{forecast:[11,3,1,""],forecast_interval:[11,3,1,""],generate_flrg:[11,3,1,""],train:[11,3,1,""]},"pyFTS.models.nonstationary.nsfts":{ConventionalNonStationaryFLRG:[11,2,1,""],NonStationaryFTS:[11,2,1,""]},"pyFTS.models.nonstationary.nsfts.ConventionalNonStationaryFLRG":{append_rhs:[11,3,1,""],get_key:[11,3,1,""]},"pyFTS.models.nonstationary.nsfts.NonStationaryFTS":{conditional_perturbation_factors:[11,3,1,""],forecast:[11,3,1,""],forecast_interval:[11,3,1,""],generate_flrg:[11,3,1,""],train:[11,3,1,""]},"pyFTS.models.nonstationary.partitioners":{PolynomialNonStationaryPartitioner:[11,2,1,""],SimpleNonStationaryPartitioner:[11,2,1,""],simplenonstationary_gridpartitioner_builder:[11,1,1,""]},"pyFTS.models.nonstationary.partitioners.PolynomialNonStationaryPartitioner":{build:[11,3,1,""],get_polynomial_perturbations:[11,3,1,""],poly_width:[11,3,1,""],scale_down:[11,3,1,""],scale_up:[11,3,1,""]},"pyFTS.models.nonstationary.partitioners.SimpleNonStationaryPartitioner":{build:[11,3,1,""]},"pyFTS.models.nonstationary.perturbation":{exponential:[11,1,1,""],linear:[11,1,1,""],periodic:[11,1,1,""],polynomial:[11,1,1,""]},"pyFTS.models.nonstationary.util":{plot_sets:[11,1,1,""],plot_sets_conditional:[11,1,1,""]},"pyFTS.models.pwfts":{ProbabilisticWeightedFLRG:[7,2,1,""],ProbabilisticWeightedFTS:[7,2,1,""],visualize_distributions:[7,1,1,""]},"pyFTS.models.pwfts.ProbabilisticWeightedFLRG":{append_rhs:[7,3,1,""],get_lower:[7,3,1,""],get_membership:[7,3,1,""],get_midpoint:[7,3,1,""],get_upper:[7,3,1,""],lhs_conditional_probability:[7,3,1,""],partition_function:[7,3,1,""],rhs_conditional_probability:[7,3,1,""],rhs_unconditional_probability:[7,3,1,""]},"pyFTS.models.pwfts.ProbabilisticWeightedFTS":{add_new_PWFLGR:[7,3,1,""],flrg_lhs_conditional_probability:[7,3,1,""],flrg_lhs_unconditional_probability:[7,3,1,""],flrg_rhs_conditional_probability:[7,3,1,""],forecast:[7,3,1,""],forecast_ahead:[7,3,1,""],forecast_ahead_distribution:[7,3,1,""],forecast_ahead_interval:[7,3,1,""],forecast_distribution:[7,3,1,""],forecast_interval:[7,3,1,""],generate_flrg:[7,3,1,""],generate_lhs_flrg:[7,3,1,""],generate_lhs_flrg_fuzzyfied:[7,3,1,""],get_lower:[7,3,1,""],get_midpoint:[7,3,1,""],get_upper:[7,3,1,""],interval_heuristic:[7,3,1,""],interval_quantile:[7,3,1,""],point_expected_value:[7,3,1,""],point_heuristic:[7,3,1,""],train:[7,3,1,""],update_model:[7,3,1,""]},"pyFTS.models.sadaei":{ExponentialyWeightedFLRG:[7,2,1,""],ExponentialyWeightedFTS:[7,2,1,""]},"pyFTS.models.sadaei.ExponentialyWeightedFLRG":{append_rhs:[7,3,1,""],weights:[7,3,1,""]},"pyFTS.models.sadaei.ExponentialyWeightedFTS":{forecast:[7,3,1,""],generate_flrg:[7,3,1,""],train:[7,3,1,""]},"pyFTS.models.seasonal":{SeasonalIndexer:[12,0,0,"-"],cmsfts:[12,0,0,"-"],common:[12,0,0,"-"],msfts:[12,0,0,"-"],partitioner:[12,0,0,"-"],sfts:[12,0,0,"-"]},"pyFTS.models.seasonal.SeasonalIndexer":{DataFrameSeasonalIndexer:[12,2,1,""],DateTimeSeasonalIndexer:[12,2,1,""],LinearSeasonalIndexer:[12,2,1,""],SeasonalIndexer:[12,2,1,""]},"pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer":{get_data:[12,3,1,""],get_data_by_season:[12,3,1,""],get_index_by_season:[12,3,1,""],get_season_by_index:[12,3,1,""],get_season_of_data:[12,3,1,""],set_data:[12,3,1,""]},"pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer":{get_data:[12,3,1,""],get_data_by_season:[12,3,1,""],get_index:[12,3,1,""],get_index_by_season:[12,3,1,""],get_season_by_index:[12,3,1,""],get_season_of_data:[12,3,1,""],set_data:[12,3,1,""]},"pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer":{get_data:[12,3,1,""],get_index_by_season:[12,3,1,""],get_season_by_index:[12,3,1,""],get_season_of_data:[12,3,1,""]},"pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer":{get_data:[12,3,1,""],get_data_by_season:[12,3,1,""],get_index:[12,3,1,""],get_index_by_season:[12,3,1,""],get_season_by_index:[12,3,1,""],get_season_of_data:[12,3,1,""]},"pyFTS.models.seasonal.cmsfts":{ContextualMultiSeasonalFTS:[12,2,1,""],ContextualSeasonalFLRG:[12,2,1,""]},"pyFTS.models.seasonal.cmsfts.ContextualMultiSeasonalFTS":{forecast:[12,3,1,""],forecast_ahead:[12,3,1,""],generate_flrg:[12,3,1,""],get_midpoints:[12,3,1,""],train:[12,3,1,""]},"pyFTS.models.seasonal.cmsfts.ContextualSeasonalFLRG":{append_rhs:[12,3,1,""]},"pyFTS.models.seasonal.common":{DateTime:[12,2,1,""],FuzzySet:[12,2,1,""],strip_datepart:[12,1,1,""]},"pyFTS.models.seasonal.common.DateTime":{day_of_month:[12,4,1,""],day_of_week:[12,4,1,""],day_of_year:[12,4,1,""],hour:[12,4,1,""],hour_of_day:[12,4,1,""],hour_of_month:[12,4,1,""],hour_of_week:[12,4,1,""],hour_of_year:[12,4,1,""],minute_of_day:[12,4,1,""],minute_of_hour:[12,4,1,""],minute_of_month:[12,4,1,""],minute_of_week:[12,4,1,""],minute_of_year:[12,4,1,""],month:[12,4,1,""],second:[12,4,1,""],second_of_day:[12,4,1,""],second_of_hour:[12,4,1,""],second_of_minute:[12,4,1,""],year:[12,4,1,""]},"pyFTS.models.seasonal.common.FuzzySet":{transform:[12,3,1,""]},"pyFTS.models.seasonal.msfts":{MultiSeasonalFTS:[12,2,1,""]},"pyFTS.models.seasonal.msfts.MultiSeasonalFTS":{forecast:[12,3,1,""],forecast_ahead:[12,3,1,""],generate_flrg:[12,3,1,""],train:[12,3,1,""]},"pyFTS.models.seasonal.partitioner":{TimeGridPartitioner:[12,2,1,""]},"pyFTS.models.seasonal.partitioner.TimeGridPartitioner":{build:[12,3,1,""],plot:[12,3,1,""]},"pyFTS.models.seasonal.sfts":{SeasonalFLRG:[12,2,1,""],SeasonalFTS:[12,2,1,""]},"pyFTS.models.seasonal.sfts.SeasonalFLRG":{append_rhs:[12,3,1,""],get_key:[12,3,1,""]},"pyFTS.models.seasonal.sfts.SeasonalFTS":{forecast:[12,3,1,""],generate_flrg:[12,3,1,""],get_midpoints:[12,3,1,""],train:[12,3,1,""]},"pyFTS.models.song":{ConventionalFTS:[7,2,1,""]},"pyFTS.models.song.ConventionalFTS":{flr_membership_matrix:[7,3,1,""],forecast:[7,3,1,""],operation_matrix:[7,3,1,""],train:[7,3,1,""]},"pyFTS.models.yu":{WeightedFLRG:[7,2,1,""],WeightedFTS:[7,2,1,""]},"pyFTS.models.yu.WeightedFLRG":{append_rhs:[7,3,1,""],weights:[7,3,1,""]},"pyFTS.models.yu.WeightedFTS":{forecast:[7,3,1,""],generate_FLRG:[7,3,1,""],train:[7,3,1,""]},"pyFTS.partitioners":{CMeans:[13,0,0,"-"],Entropy:[13,0,0,"-"],FCM:[13,0,0,"-"],Grid:[13,0,0,"-"],Huarng:[13,0,0,"-"],Singleton:[13,0,0,"-"],Util:[13,0,0,"-"],parallel_util:[13,0,0,"-"],partitioner:[13,0,0,"-"]},"pyFTS.partitioners.CMeans":{CMeansPartitioner:[13,2,1,""],c_means:[13,1,1,""],distance:[13,1,1,""]},"pyFTS.partitioners.CMeans.CMeansPartitioner":{build:[13,3,1,""]},"pyFTS.partitioners.Entropy":{EntropyPartitioner:[13,2,1,""],PMF:[13,1,1,""],bestSplit:[13,1,1,""],entropy:[13,1,1,""],informationGain:[13,1,1,""],splitAbove:[13,1,1,""],splitBelow:[13,1,1,""]},"pyFTS.partitioners.Entropy.EntropyPartitioner":{build:[13,3,1,""]},"pyFTS.partitioners.FCM":{FCMPartitioner:[13,2,1,""],fuzzy_cmeans:[13,1,1,""],fuzzy_distance:[13,1,1,""],membership:[13,1,1,""]},"pyFTS.partitioners.FCM.FCMPartitioner":{build:[13,3,1,""]},"pyFTS.partitioners.Grid":{GridPartitioner:[13,2,1,""]},"pyFTS.partitioners.Grid.GridPartitioner":{build:[13,3,1,""]},"pyFTS.partitioners.Huarng":{HuarngPartitioner:[13,2,1,""]},"pyFTS.partitioners.Huarng.HuarngPartitioner":{build:[13,3,1,""]},"pyFTS.partitioners.Singleton":{SingletonPartitioner:[13,2,1,""]},"pyFTS.partitioners.Singleton.SingletonPartitioner":{build:[13,3,1,""]},"pyFTS.partitioners.Util":{explore_partitioners:[13,1,1,""],plot_partitioners:[13,1,1,""],plot_sets:[13,1,1,""]},"pyFTS.partitioners.parallel_util":{explore_partitioners:[13,1,1,""]},"pyFTS.partitioners.partitioner":{Partitioner:[13,2,1,""]},"pyFTS.partitioners.partitioner.Partitioner":{build:[13,3,1,""],extractor:[13,4,1,""],fuzzyfy:[13,3,1,""],get_name:[13,3,1,""],lower_set:[13,3,1,""],membership_function:[13,4,1,""],name:[13,4,1,""],ordered_sets:[13,4,1,""],partitions:[13,4,1,""],plot:[13,3,1,""],plot_set:[13,3,1,""],prefix:[13,4,1,""],setnames:[13,4,1,""],transformation:[13,4,1,""],type:[13,4,1,""],upper_set:[13,3,1,""],variable:[13,4,1,""]},"pyFTS.probabilistic":{ProbabilityDistribution:[14,0,0,"-"],kde:[14,0,0,"-"]},"pyFTS.probabilistic.ProbabilityDistribution":{ProbabilityDistribution:[14,2,1,""]},"pyFTS.probabilistic.ProbabilityDistribution.ProbabilityDistribution":{append:[14,3,1,""],append_interval:[14,3,1,""],averageloglikelihood:[14,3,1,""],bins:[14,4,1,""],build_cdf_qtl:[14,3,1,""],crossentropy:[14,3,1,""],cumulative:[14,3,1,""],density:[14,3,1,""],differential_offset:[14,3,1,""],empiricalloglikelihood:[14,3,1,""],entropy:[14,3,1,""],expected_value:[14,3,1,""],kullbackleiblerdivergence:[14,3,1,""],labels:[14,4,1,""],plot:[14,3,1,""],pseudologlikelihood:[14,3,1,""],quantile:[14,3,1,""],set:[14,3,1,""],type:[14,4,1,""],uod:[14,4,1,""]},"pyFTS.probabilistic.kde":{KernelSmoothing:[14,2,1,""]},"pyFTS.probabilistic.kde.KernelSmoothing":{h:[14,4,1,""],kernel:[14,4,1,""],kernel_function:[14,3,1,""],probability:[14,3,1,""]},pyFTS:{benchmarks:[3,0,0,"-"],common:[4,0,0,"-"],conf:[2,0,0,"-"],data:[5,0,0,"-"],hyperparam:[6,0,0,"-"],models:[7,0,0,"-"],partitioners:[13,0,0,"-"],probabilistic:[14,0,0,"-"]}},objnames:{"0":["py","module","Python module"],"1":["py","function","Python function"],"2":["py","class","Python class"],"3":["py","method","Python method"],"4":["py","attribute","Python attribute"]},objtypes:{"0":"py:module","1":"py:function","2":"py:class","3":"py:method","4":"py:attribute"},terms:{"261459a0":5,"57a":5,"5egspc":5,"boolean":[3,4,13],"case":4,"class":[3,4,7,8,9,10,11,12,13,14,15],"default":[3,4,5],"enum":12,"fa\u00e7ad":[3,4],"final":4,"float":[3,4,5],"function":[3,4,6,11,13,14,15],"guimar\u00e3":[0,7],"h\u00e9non":5,"import":[4,10,15],"int":[7,15],"na\u00efv":3,"new":[4,8,9,10],"organiza\u00e7\u00e3o":5,"petr\u00f4nio":7,"r\u00f6ssler":5,"return":[3,4,5,6,7,8,9,10,11,12,13,14],"short":[4,7,15],"true":[3,4,9],"try":4,"var":[5,10],"while":4,And:3,FTS:[0,3,4,6,7,8,9,10,11,12],For:3,LHS:[4,7,11],RHS:[4,7,10,11],The:[3,4,5,6,8,9,10,13,14,15],Then:[3,15],There:15,These:[0,15],Use:12,abdullah:[7,15],acc:4,accept:4,account:14,accuraci:[3,6],acf:3,actual:[4,14],adapt:4,adaptiveexpect:4,add:[3,4,11],add_new_pwflgr:7,added:4,adding:4,address:[3,4],affect:11,after:5,age:4,aged:4,aggreg:[4,8],ahead:[3,4,7,8,9,10,11,12,15],ahed:15,airlin:5,airpasseng:[1,2],alabama:5,alia:[3,4,10],all:[3,4,8,14,15],allmethodensembleft:8,almost:15,alpha:[4,6,7,8,12],alpha_cut:[4,6],alreadi:5,also:[0,4,15],ambientai:5,analysi:3,analytic_tabular_datafram:3,analytical_data_column:3,angela:4,anonym:13,anoth:9,api:[0,4],append:[4,8,10,14],append_interv:14,append_lh:[7,11],append_model:8,append_rh:[4,7,10,11,12],append_set:[4,10],append_transform:4,append_vari:10,appendchild:4,appl:[7,13,15],appli:[3,4,10,13,14],apply_inverse_transform:[4,10],apply_transform:[4,10],approach:[3,13,15],arg:11,argument:[3,4],arima:[1,2],arima_model:3,around:4,arrai:[4,5,11,12],artifici:[1,2],ascend:3,aspx:5,assert:14,assign:[4,14],assoc:3,associ:5,ata:3,atmospher:5,atribut:3,attibut:4,attractor:5,auto:13,auto_upd:[4,9],autocorrel:3,autom:5,automat:4,auxiliar:3,auxiliari:14,averag:[3,5,14],averageloglikelihood:14,avg:5,axes:11,axi:[3,4,13,14],azim:3,bar:3,base:[3,4,7,8,9,10,11,12,13,14,15],base_dataframe_column:3,batch:[4,9],batch_sav:4,batch_siz:9,befor:15,being:3,bell:4,bellmf:4,belo:[0,5],belog:4,below:15,benchmark:[1,2,4,6],benchmark_method:3,benchmark_methods_paramet:3,benchmark_model:3,benchmark_onli:4,bestsplit:13,better:15,between:[3,4,9,14],bill:4,bin:[3,14],bisect:4,bitcoin:[1,2],bivari:5,black:14,blue:3,both:4,bound:[4,5,7,11,13],box:[3,4,15],boxcox:4,boxljungstatist:3,boxpiercestatist:3,brasil:5,brasilia:5,brazil:[0,8],brazilian:[0,8],brier:3,brier_scor:3,btc:5,build:[9,10,11,12,13],build_cdf_qtl:14,build_method:3,build_tree_without_ord:4,built:13,buseco:5,busi:5,c_mean:13,calcul:[4,10,11],call:[4,9,10],camwa:13,can:[3,4,15],capabl:3,capit:5,cast_dataframe_to_synthet:3,cast_dataframe_to_synthetic_interv:3,cast_dataframe_to_synthetic_point:3,cast_dataframe_to_synthetic_probabilist:3,ccst:5,center:4,centroid:[4,12],certain:14,chang:[5,13,15],chao:5,chaotic:[1,2],characterist:15,cheap:0,check:[4,5,15],check_bound:[4,11],check_bounds_index:[4,11],check_data:10,check_ignore_list:3,check_replace_list:3,chen:[1,2,10,12,15],cheng:[1,2,13,15],chi:3,chi_squar:3,chia:7,child:4,chissom:[7,15],clear:4,clip:4,clone:15,clone_paramet:[4,10],cluster:[3,4,10],cluster_method:[6,10],cluster_param:10,clusteredmvft:10,cmap:3,cmean:[1,2],cmeanspartition:[13,15],cmsft:[2,7],cmvft:[2,7],code:15,coeffici:[3,5],colab:15,colabor:0,color:[3,11,14],column:[4,10],com:[5,15],common:[1,2,3,6,7,8,9,13,15],commun:5,compar:3,compare_residu:3,comparemodelsplot:3,comparemodelst:3,complet:5,complic:5,compon:8,composit:[1,2,5,10],compress:5,comput:[7,8,13,15],computation:0,condens:3,condit:3,conditional_perturbation_factor:11,conditionalvarianceft:11,conf:[0,1],confer:7,configure_lag:7,congress:8,conn:[3,6],connect:[3,6],consid:4,const_t:11,constant:5,contain:[3,4,10,13,15],content:[0,1],context:13,contextu:12,contextualmultiseasonalft:12,contextualseasonalflrg:12,contin:[9,14],continu:[3,5,14],control:5,convent:[7,11,12],conventionalflrg:7,conventionalft:[7,10],conventionalnonstationaryflrg:11,copi:4,cost:[13,15],count:[4,14],counter:13,covavg:3,coverag:3,covstd:3,cox:[4,15],creat:[3,4,6,8,13,15],create_benchmark_t:3,create_hyperparam_t:6,criteria:3,cross:[4,14],crossentropi:14,crp:3,crps1avg:3,crps1std:3,crps2avg:3,crps2std:3,crps_distr:3,crps_interv:3,crpsavg:3,crpsstd:3,csv:5,cumul:14,current:3,current_milli_tim:4,cut:[4,6],cvft:[2,7],dado:[4,5,13],dai:5,daili:5,data:[0,1,2,3,4,6,7,8,9,10,11,12,13,14,15],data_column:3,data_field:12,data_label:10,data_point:10,databas:[3,6],datafram:[3,4,5,10,12],dataframeseasonalindex:12,dataset:[1,2,3,4,6],datasetnam:6,date:[3,12],date_field:12,date_part:12,datepart:12,datetim:12,datetimeseasonalindex:12,david:4,day_of_month:12,day_of_week:12,day_of_year:12,dealer:5,dec:13,decemb:5,decis:3,decompress:5,defin:[3,6],defuzzyf:15,deg:11,delet:4,deltadist:13,demo:15,densiti:[3,14],departa:0,depend:[3,4,15],dependeci:4,deri:[7,15],design:[3,4,6],detail:4,determin:3,determinist:[5,13],develop:[0,15],deviat:3,dict:[3,4],dict_individu:6,dictionari:[3,4],differenti:[4,5,14,15],differential_offset:14,diffus:[7,15],dill:4,dimension:5,directli:[4,15],discours:[3,4,11,12,13,14,15],discret:14,disk:[4,13],dispi:[3,4],displac:11,displai:3,distanc:[3,13],distribut:[3,4,5,7,8,14],distributed_predict:4,distributed_train:4,diverg:14,dji:5,dkl:14,dnf:5,document:0,doi10:7,doi:[0,3,5,13],dollar:[7,15],don:5,dow:5,dowjon:[1,2],download:5,draw_sets_on_axi:4,dure:[3,4],dynam:5,each:[3,4,5,8,9,10,15],easi:[0,4],easier:4,edu:5,edward:5,efendi:[7,15],effect:[13,15],effici:4,electr:[0,7,15],eletr:5,elev:3,empir:[13,14],empiricalloglikelihood:14,enayatifar:[7,15],end:11,endogen:10,energi:[7,15],engin:0,enrol:[1,2,7,12,15],ensembl:[2,4,7],ensembleft:8,entir:4,entropi:[1,2,14,15],entropypartition:[13,15],enumer:12,enumerate2:4,environ:4,epanechnikov:14,equal:[3,4,7,8,9,10,11,12,15],equat:5,error:3,espaciai:5,esrl:5,estim:[3,14],etc:[4,15],eth:5,ethereum:[1,2],eur:[1,2],eurgbp:5,eurusd:5,even:[12,13],exact:4,exampl:0,except:4,exchang:[5,7,15],execut:[3,6],exist:5,expect:[4,7,14],expected_valu:14,experi:3,expert:[0,7,15],explain:[4,7],exploit:0,explore_partition:13,exponenti:[7,11,15],exponentiali:7,exponentialyweightedflrg:7,exponentialyweightedft:7,express:3,extens:10,extern:[3,4],externalforecast:3,externalmodel:3,extract:[3,5,13],extract_measur:3,extractor:13,extremum:8,facil:[3,4,5,6,13],fall:3,fals:[3,4,7,10,11,13],fcm:[1,2],fcmpartition:[13,15],feder:0,fetch:4,field:[5,12],fig:[3,4,11],figur:4,file:[3,4,5,11,13],file_analyt:3,file_path:4,file_synthet:3,filenam:[3,4,5],filenem:[3,6],filesystem:4,fill:3,filter:3,financ:5,find:[4,12,13],find_best:3,find_g:4,find_gt:4,find_l:4,find_lt:4,first:[3,4,7,11,12],fit:[3,4,7,8,9,10,11,12],five:4,flag:4,flashquot:5,flat:4,flow:5,flr:[1,2,7,11,12],flr_membership_matrix:7,flrg:[1,2,7,12],flrg_lhs_conditional_prob:7,flrg_lhs_unconditional_prob:7,flrg_rhs_conditional_prob:7,flrgtree:4,flrgtreenod:4,foreast:3,forecast:[3,4,7,8,9,10,11,12,13,15],forecast_ahead:[4,7,10,12],forecast_ahead_distribut:[3,4,7,8],forecast_ahead_interv:[3,4,7,8],forecast_ahead_multivari:4,forecast_distribut:[3,4,7,8],forecast_interv:[3,4,7,8,11],forecast_multivari:[4,10],forex:5,fork:0,format:[3,6],format_data:10,forward:4,found:[4,15],frederico:[0,7],frequenc:14,from:[0,3,4,5,7,10,13,14,15],fset:[7,10],fts:[1,2,3,7,8,9,10,11,12],fts_method:[4,9,10],fts_param:[9,10],fuzz:7,fuzzi:[2,4,7,8,10,11,12,13],fuzzif:[13,15],fuzzifi:[4,11],fuzzy_cmean:13,fuzzy_dist:13,fuzzy_set:4,fuzzydata:4,fuzzyf:[4,15],fuzzyfi:[4,10,13],fuzzyfy_inst:[4,10],fuzzyfy_instance_clust:10,fuzzyfy_seri:4,fuzzyfy_series_old:4,fuzzyseri:11,fuzzyset:[1,2,7,10,11,12],gadelha:[0,7],gani:[7,15],garibaldi:11,gaussian:[4,5],gaussmf:4,gbp:[1,2],gbpusd:5,gcos_wgsp:5,gener:[4,5,13,15],generate_flr:10,generate_flrg:[7,10,11,12],generate_flrg_fuzzyfi:7,generate_gaussian_linear:5,generate_high_order_recurrent_flr:4,generate_indexed_flr:4,generate_lhs_flr:10,generate_lhs_flrg:7,generate_lhs_flrg_fuzzyfi:7,generate_non_recurrent_flr:4,generate_recurrent_flr:4,generate_uniform_linear:5,gerai:0,get:[3,4,5],get_benchmark_interval_method:3,get_benchmark_point_method:3,get_benchmark_probabilistic_method:3,get_data:[5,12],get_data_by_season:12,get_datafram:5,get_dataframe_from_bd:3,get_distribution_interquantil:8,get_distribution_statist:3,get_fuzzyset:4,get_index:12,get_index_by_season:12,get_interv:8,get_interval_method:3,get_interval_statist:3,get_kei:[4,7,11,12],get_low:[4,7,11],get_maximum_membership_fuzzyset:4,get_maximum_membership_fuzzyset_index:4,get_membership:[4,7,10,11],get_midpoint:[4,7,10,11,12],get_models_forecast:8,get_nam:13,get_point:8,get_point_method:3,get_point_multivariate_method:3,get_point_statist:3,get_polynomial_perturb:11,get_probabilistic_method:3,get_season_by_index:12,get_season_of_data:12,get_sequence_membership:7,get_uod:4,get_upp:[4,7,11],getchildren:4,getstr:4,git:15,github:[0,15],given:[3,4,10,11,13,14],glass:[1,2],good:15,googl:15,gov:5,grant_bound:4,greater:4,grid:[1,2,3,12],gridpartition:[3,13,15],gridsearch:[1,2],group:[3,4,7,10,11,12],hand:4,handl:[4,7],hard:4,harmoni:[7,15],has_interval_forecast:4,has_point_forecast:4,has_probability_forecast:4,has_season:4,head:0,heavysid:3,heavyside_cdf:3,height:13,henon:[1,2],here:15,heteroskedast:11,high:[3,4,7,10,11],highorderflrg:7,highorderft:[7,11],highordernonstationaryflrg:11,highordernonstationaryft:11,histogram:14,histori:5,hoang:7,hoft:[1,2,11],honsft:[2,7],horizon:[3,4],horizont:[0,5],hossein:7,hour:[3,12],hour_of_dai:12,hour_of_month:12,hour_of_week:12,hour_of_year:12,hourli:5,http:[0,5,15],http_server:4,huarng:[1,2,15],huarngpartition:[13,15],human:0,hwang:[1,2],hybrid:[7,15],hyndman:5,hyperparam:[1,2],hyperparamet:6,identifi:[3,4,6,7,11,12],ieee:[7,11],ifmg:0,ifnmg:0,ift:[1,2],ignor:[3,12],imag:[4,13],implement:[4,12,15],improv:[7,13,15],improvedweightedflrg:7,improvedweightedft:7,inc:[3,4],increment:[2,3,4,5,7,14],ind:12,indentifi:[3,6],index:[3,4,5,7,8,10,12],index_field:12,index_season:12,index_seri:5,indexedflr:4,indic:[3,4,5],individu:6,inequ:3,infer:5,infil:3,inform:[3,4,14],informationgain:13,initi:[4,5],initial_valu:5,inmet:[1,2],innov:[7,15],inp:5,input:[4,7,10,11,14],insert:[3,4,6],insert_benchmark:3,insert_hyperparam:6,insert_right:4,insid:[3,4,12,14],inst:[4,11],instal:0,instanc:[10,11,13,15],instead:4,instituit:0,institut:0,instituto:5,integ:[3,4],integr:5,intel:[7,15],intellig:[7,8],intend:0,intern:7,internet:5,interpol:3,interpret:4,interv:[3,4,7,8,9,11,13,14,15],interval_dataframe_analytic_column:3,interval_dataframe_synthetic_column:3,interval_heurist:7,interval_method:8,interval_quantil:7,interval_to_interv:3,intervalar:15,intervalft:7,introduc:15,introspect:4,invers:[4,15],ipynb:15,is_high_ord:4,is_multivari:4,ismail:[7,15],ismailefendi:[1,2],isol:13,item:4,itemgett:4,iter:[4,5],its:[5,7,10,12,13,15],ixic:5,janeiro:8,januari:5,jaroszewski:11,javedani:7,jeng:7,job:[3,6],jonathan:11,jone:[4,5],journal:5,jun:[13,15],jupyt:15,kde:[1,2],kei:[3,4],kernel:14,kernel_funct:14,kernelsmooth:14,knearestneighbor:3,knn:[1,2],kullback:14,kullbackleiblerdiverg:14,kwarg:[3,4,6,7,8,9,10,11,12,13,14],lab:0,label:[3,14],lag:[4,5,6,15],lambda:4,largest:4,last:4,later:15,layman:0,lcolor:3,learn:9,lee:7,left:4,legend:[3,4],leibler:14,len_tot:4,length:[3,4,7,8,9,10,11,12,13,15],less:4,lett:5,level:4,lgd:4,lhs_conditional_prob:7,librari:[2,5],like:[4,15],likelihood:14,limit:4,lin:13,linear:[5,11],linearmodel:3,linearseasonalindex:12,linewidth:3,linspac:5,list:[3,4,5,7,8,9,10,11,12,13,14,15],ljung:3,lo_param:3,load:[4,5,7,15],load_env:4,load_obj:4,local:5,locat:[4,11],location_param:11,log:[4,14],logic:[4,7,10,11,12],logist:[4,5],logistic_map:[1,2],look:4,lookup:4,lorentz:[1,2],lorenz:5,loss:3,lower:[4,5,7,11,13],lower_set:13,mackei:[1,2],mackey_glass:5,mai:5,main:15,malaysia:[1,2,7,15],mandatori:4,mani:15,map:[3,5],mape:3,mape_interv:3,marcin:11,market:5,mass:4,match:4,math:[5,13],mathemat:5,matplotlib:[4,13],max:4,max_inc:5,max_ini:5,max_lag:[3,4,7,8,9,10,11,12],maxim:4,maximum:[4,13],mean:[3,4,5,8],measur:[1,2,6],mech:[7,15],median:8,membership:[1,2,6,7,10,11,13,15],membership_funct:13,memori:[4,9],merg:4,meta:[8,9,10],meteorologia:5,method:[0,3,4,5,6,7,8,9,10,11,12,13,15],metodo_clust:[],metric:3,mft:3,middl:13,midpoint:[4,7,10,11],min:[4,14],min_inc:5,min_ini:5,min_ord:4,mina:0,mind:0,ming:7,minim:[3,4,7,8,9,10,11,12],minimum:[4,15],minute_of_dai:12,minute_of_hour:12,minute_of_month:12,minute_of_week:12,minute_of_year:12,mix:8,mode:4,model:[0,1,2,3,4,5,6,13,15],modelo:3,models_fo:3,models_ho:3,modul:[0,1,15],monash:5,month:12,monthli:[3,5],more:15,most:[9,10,15],move:3,msft:[2,7],mu_inc:5,mu_ini:5,much:4,multi:[3,4,7,10,12],multiseason:[2,7],multiseasonalft:12,multivari:[2,3,4,5,7,13],multivariatefuzzyset:10,musikasuwan:11,mvft:[2,7],nacion:5,naiv:[1,2],name:[3,4,5,6,8,10,11,12,13],nasdaq:[1,2],nation:5,nativ:[4,12],natur:5,nbin:[4,7],nbsp:0,ndata:[3,4,7,10,11],nearest:3,need:4,neighbor:3,next:[4,15],nice:4,noaa:5,node:[3,4],nois:11,noise_param:11,non:[3,4,11,12,15],none:[3,4,5,8,9,10,11,12,13,14],nonperiod:5,nonstationari:[2,4,7],nonstationaryflrg:11,nonstationaryft:11,norm:7,normal:[8,15],north:0,norton:5,notebook:15,noth:15,nov:[13,15],now:4,npart:[11,13],nsft:[2,7],num:5,num_batch:4,num_season:12,number:[3,4,5,6,7,8,10,12,13,14,15],numer:15,numpi:[4,5],obj:[3,4,13],object:[3,4,7,8,10,12,13,14],objectsist:3,occur:4,occurr:4,old:4,older:4,oldest:4,onc:4,one:[3,4,6,7,8,9,10,11,12,14,15],onli:4,onlin:9,only_lin:11,open:[3,6],open_benchmark_db:3,open_hyperparam_db:6,oper:[4,15],operation_matrix:7,option:[3,4,8],order:[3,4,6,7,10,11,12,13,15],ordered_set:[4,11,13],ordin:4,org:[0,5],origin:[3,4,15],original_max:4,original_min:4,oscil:5,other:[3,4,8,10],otherwis:3,out:15,outfil:3,output:[13,15],over:4,overlap:15,own:10,p500:5,packag:[0,1],page:0,pair:5,panda:[3,4,5,10,12],par1:11,par2:11,parallel_util:[1,2],param:[3,4,10,11,12],paramet:[3,4,5,6,7,8,9,10,11,12,13,14,15],parametr:15,part:11,partit:[3,4,6,11,12,13,15],partition:[1,2,3,4,6,7,8,9,10,15],partition_funct:[4,7],partitioner_method:9,partitioner_param:9,partitioners_method:3,partitioners_model:3,pass:3,passeng:5,past:4,path:[3,4,13],pattern:4,pct:11,pdf:14,percent:3,percentag:3,percentu:[3,4],perform:[3,6,11,12,13,15],perform_loc:11,perform_width:11,period:11,persist:4,persist_env:4,persist_obj:4,person:[4,5],pertub:11,perturb:[2,7],perturbate_paramet:11,perturbation_factor:11,perturbation_factors__old:11,pesquisa:5,pftsexploreorderandpartit:3,php:5,phy:[5,7,15],physiolog:5,pictur:[3,4],pierc:3,pinbal:3,pinball_mean:3,pip:15,plambda:4,plot:[3,12,13,14],plot_compared_intervals_ahead:3,plot_compared_seri:3,plot_dataframe_interv:3,plot_dataframe_interval_pinbal:3,plot_dataframe_point:3,plot_dataframe_probabilist:3,plot_density_rectang:3,plot_distribut:3,plot_interv:3,plot_partition:13,plot_point:3,plot_probability_distribut:3,plot_residu:3,plot_rul:4,plot_set:[11,13],plot_sets_condit:11,plotcompar:3,plotforecast:3,plotresidu:3,pmf:[3,13],pmf_to_cdf:3,point:[3,4,7,8,9,10,11,12,13,14,15],point_dataframe_analytic_column:3,point_dataframe_synthetic_column:3,point_expected_valu:7,point_heurist:7,point_method:8,point_to_interv:3,poit:3,poly_width:11,polynomi:11,polynomialnonstationarypartition:11,poor:5,por:3,posit:[4,12],post:4,posterior:3,postprocess:[4,15],power:[4,7,15],pprint:4,pre:4,prebuilt:3,predict:[3,4,7,8,11,15],prefix:13,preprocess:[4,10,12,15],primari:3,primit:13,print:3,print_distribution_statist:3,print_interval_statist:3,print_point_statist:3,probabil:3,probabilist:[1,2,3,4,7,8,15],probabilistic_dataframe_analytic_column:3,probabilistic_dataframe_synthetic_column:3,probabilisticweightedflrg:7,probabilisticweightedft:7,probabilitydist:3,probabilitydistribut:[1,2,3,4,7,8],probabl:[3,4,7,8,14],problem:7,procedur:[3,4],process:[3,4,5],process_common_data:3,process_interval_job:3,process_job:6,process_point_job:3,process_probabilistic_job:3,product:[5,7,15],prof:0,progress:3,project:[13,15],propos:15,provid:[0,4,8,15],psd:5,pseudo:14,pseudologlikelihood:14,pwflrg:7,pwft:[1,2],python:[2,15],q05:3,q25:3,q75:3,q95:3,quantil:[3,8,14],quantile_regress:3,quantileregress:3,quantreg:[1,2],queri:3,quick:0,quot:5,quotat:5,rais:4,random_walk:5,rang:[3,15],rank:3,rate:[7,15],read:5,readabl:0,real:[4,15],recent:[9,10,15],record:4,recreat:9,recurr:4,red:3,reference_data:3,refin:[7,15],regress:3,relat:14,relationship:[4,7,10,11,12],remov:4,ren:7,replac:3,repo:15,repr:4,repres:[3,4,7,8,10,14],represent:15,research:[0,15],reset:4,reset_calculated_valu:4,residu:3,residualanalysi:[1,2],resolut:3,respect:[4,14],respons:12,result:[3,4,6],retrain:[2,7],revers:4,review:[3,15],rhs_conditional_prob:7,rhs_unconditional_prob:7,right:4,ringgit:[7,15],rio:8,rmse:3,rmse_interv:3,rmseavg:3,rmsestd:3,rng:11,robert:5,roger:4,roi:4,root:3,rossler:[1,2],round:13,rule:[3,4,10,15],rules_by_axi:4,run:3,run_interv:3,run_point:3,run_probabilist:3,sadaei:[1,2,15],salang:11,same:[4,8],sampl:[3,5,7,15],sampler:8,save:[3,4,11,13],save_best:3,save_dataframe_interv:3,save_dataframe_point:3,save_dataframe_probabilist:3,save_model:4,scale:[3,4,15],scale_down:11,scale_param:3,scale_up:11,scan:4,scheme:[3,6,15],scienc:5,scientist:0,score:3,search:[0,4,7,15],season:[2,3,4,7,8,15],seasonalensembleft:8,seasonalflrg:12,seasonalft:12,seasonalindex:[2,7],second:12,second_of_dai:12,second_of_hour:12,second_of_minut:12,secur:5,selecaosimples_menorrms:3,select:5,sep:5,separ:5,sequenc:4,seri:[1,2,3,4,7,8,9,10,11,12,13],set:[3,4,6,7,10,11,12,13,14,15],set_data:12,set_lh:10,set_ord:4,set_rh:10,set_target_vari:10,set_transform:8,setnam:13,sever:[3,8,13],severiano:7,sft:[2,7],shape:4,share:8,sharp:3,sharpavg:3,sharpstd:3,shortnam:4,show:[4,13],show_and_save_imag:4,shyi:7,side:4,sigma_inc:5,sigma_ini:5,sigmf:4,sigmoid:4,silva:[0,7,8],simpl:[0,2,5,12],simple_model_predict:4,simple_model_train:4,simplenonstationary_gridpartitioner_build:11,simplenonstationarypartition:11,simpler:4,simplesearch_rms:3,singl:[4,13],single_plot_residu:3,singleton:[1,2,4],singletonpartition:13,sistema:5,size:[3,4,11,13],slice:4,slide:[3,4],sliding_window:4,sliding_window_benchmark:3,smape:3,smith:4,smooth:[4,15],social:[13,15],solar:7,sonda:[1,2],song:[1,2,12,15],sort:[4,13],sort_ascend:3,sort_column:3,sortedcollect:[1,2],sourc:[3,4,5,6,7,8,9,10,11,12,13,14],sp500:5,space:3,specif:[3,4,7,8,9,10,11,12],split:[3,4,13],splitabov:13,splitbelow:13,splite:15,sql:3,sqlite3:[3,6],sqlite:[3,6],squar:3,ssci:7,standard:[3,5,15],start:[0,3,4,7,10,11,12],start_dispy_clust:4,stat:[3,7,15],station:5,stationari:11,statist:[0,3],statsmodel:3,step:[3,4,7,8,9,10,11,12,15],steps_ahead:[3,4],stochast:5,stock:5,stop_dispy_clust:4,store:[3,4,6],strang:5,string:[4,10,13],strip_datepart:12,structur:[4,12],student:0,submodul:[0,1],subpackag:[0,1],suitabl:0,sum:7,sunspot:[1,2],superset:4,support:4,symbol:5,symmetr:3,symposium:7,synthet:[3,5],syst:[7,12,13,15],system:[5,7,11],tabl:[3,6],tabular_dataframe_column:3,tag:[3,6],taiex:[1,2,7,15],taiwan:5,take:15,tam:[3,11,13,14],target:3,target_vari:4,tau:[3,5,14],technol:[13,15],tempeatur:5,tempor:[4,12,15],term:[3,4,7,15],test:[3,4,6,15],test_data:3,than:[4,15],thei:4,theil:3,theilsinequ:3,theoret:3,theori:15,thi:[0,4,5,7,10,11,12,13,14,15],thoma:4,those:4,thres1:13,thres2:13,threshold:13,through:5,time:[1,2,3,4,7,8,9,10,11,12,13],time_from:3,time_to:3,timegridpartition:12,times2:3,timeseri:5,titl:[3,13,14],tool:[0,15],total:[4,5],tradit:7,train:[3,4,6,7,8,9,10,11,12,13],train_data:[3,8],train_individual_model:8,train_method:4,train_paramet:4,transact:11,transform:[1,2,3,6,10,11,12,13,15],transformations_param:4,transit:[4,15],translat:15,trapezoid:[4,13,15],trapmf:4,tree:[1,2],trend:[7,15],trendweightedflrg:7,trendweightedft:7,triangular:4,trigger:4,trimf:4,tsa:3,tsdl:5,tun:6,tupl:[3,4,6],two:5,twse:5,type:[3,4,5,12,13,14,15],typeonlegend:3,uavg:3,ufmg:0,under:4,unified_scaled_interv:3,unified_scaled_interval_pinbal:3,unified_scaled_point:3,unified_scaled_probabilist:3,uniform:5,uniqu:[4,7,8,11,12],uniquefilenam:4,unit:12,univari:5,univers:[0,3,4,5,11,12,13,14,15],unpack_arg:11,uod:[3,4,6,7,14],uod_clip:4,up_param:3,updat:9,update_model:7,update_uod:8,updateuod:[4,10],upper:[4,5,7,11,13],upper_set:13,url:[0,3,5],usa:5,usag:0,usd:[1,2],use:[0,4],used:[3,4,6,7,8,13,15],user:[3,6],using:[4,7,9,13,15],ustatist:3,ustd:3,usual:[4,15],util:[1,2,7],val:13,valid:4,valu:[3,4,5,6,7,8,9,10,11,12,14,15],valueerror:4,variabl:[2,4,7,13],varianc:[4,5],vector:4,veri:[5,7],verif:3,visualize_distribut:7,vmax:5,vmin:5,vol:[7,12,13,15],want:0,weather:3,weight:[5,7,10,15],weightedflrg:[7,10],weightedft:7,weightedhighorderflrg:7,weightedhighorderft:7,weightedmvft:10,when:[4,9,10],where:[3,4,7,10,12],which:[3,4,6,15],white_nois:5,whose:0,width:[11,13,14],width_param:11,window:[3,4,9],window_index:11,window_kei:3,window_length:9,window_s:11,windows:[3,4],winkler:3,winkler_mean:3,winkler_scor:3,without:4,wmvft:[2,7],word:[3,6],work:4,wrap:[3,8,9],www:5,xiii:8,yahoo:5,year:12,yearli:5,yeh:[13,15],you:4,young:4,younger:4,youngest:4,zenodo:0},titles:["pyFTS - Fuzzy Time Series for Python","pyFTS","pyFTS package","pyFTS.benchmarks package","pyFTS.common package","pyFTS.data package","pyFTS.hyperparam package","pyFTS.models package","pyFTS.models.ensemble package","pyFTS.models.incremental package","pyFTS.models.multivariate package","pyFTS.models.nonstationary package","pyFTS.models.seasonal package","pyFTS.partitioners package","pyFTS.probabilistic package","pyFTS Quick Start"],titleterms:{FTS:15,airpasseng:5,arima:3,artifici:5,benchmark:3,bitcoin:5,chaotic:5,chen:7,cheng:7,cmean:13,cmsft:12,cmvft:10,common:[4,5,10,11,12],composit:4,conf:2,content:[2,3,4,5,6,7,8,9,10,11,12,13,14],cvft:11,data:5,dataset:5,dowjon:5,enrol:5,ensembl:8,entropi:13,ethereum:5,eur:5,exampl:15,fcm:13,flr:[4,10],flrg:[4,10,11],fts:4,fuzzi:[0,15],fuzzyset:4,gbp:5,glass:5,grid:13,gridsearch:6,henon:5,hoft:7,honsft:11,how:[0,15],huarng:13,hwang:7,hyperparam:6,ift:7,increment:9,index:0,inmet:5,instal:15,ismailefendi:7,kde:14,knn:3,librari:0,logistic_map:5,lorentz:5,mackei:5,malaysia:5,measur:3,membership:4,model:[7,8,9,10,11,12],modul:[2,3,4,5,6,7,8,9,10,11,12,13,14],msft:12,multiseason:8,multivari:10,mvft:10,naiv:3,nasdaq:5,nonstationari:11,nsft:11,packag:[2,3,4,5,6,7,8,9,10,11,12,13,14],parallel_util:13,partition:[11,12,13],perturb:11,probabilist:14,probabilitydistribut:14,pwft:7,pyft:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15],python:0,quantreg:3,quick:15,refer:[0,15],residualanalysi:3,retrain:9,rossler:5,sadaei:7,season:12,seasonalindex:12,seri:[0,5,15],sft:12,simpl:13,singleton:13,sonda:5,song:7,sortedcollect:4,start:15,submodul:[2,3,4,5,6,7,8,9,10,11,12,13,14],subpackag:[2,7],sunspot:5,taiex:5,time:[0,5,15],transform:4,tree:4,usag:15,usd:5,util:[3,4,6,11,13],variabl:10,what:[0,15],wmvft:10}}) \ No newline at end of file diff --git a/docs/pyFTS.partitioners.rst b/docs/pyFTS.partitioners.rst index e2364c4..8502c68 100644 --- a/docs/pyFTS.partitioners.rst +++ b/docs/pyFTS.partitioners.rst @@ -67,6 +67,14 @@ pyFTS.partitioners.Singleton module :members: :undoc-members: :show-inheritance: + +pyFTS.partitioners.Simple module +-------------------------------- + +.. automodule:: pyFTS.partitioners.Sinple + :members: + :undoc-members: + :show-inheritance: pyFTS.partitioners.Util module diff --git a/pyFTS/common/FuzzySet.py b/pyFTS/common/FuzzySet.py index 43af285..92df9de 100644 --- a/pyFTS/common/FuzzySet.py +++ b/pyFTS/common/FuzzySet.py @@ -27,12 +27,18 @@ class FuzzySet(object): """In multivariate time series, indicate for which variable this fuzzy set belogs""" self.Z = None """Partition function in respect to the membership function""" - if self.mf == Membership.trimf: - self.lower = min(parameters) - self.upper = max(parameters) - elif self.mf == Membership.gaussmf: + + if self.mf == Membership.gaussmf: self.lower = parameters[0] - parameters[1]*3 self.upper = parameters[0] + parameters[1]*3 + elif self.mf == Membership.sigmf: + k = (parameters[1] / (2 * parameters[0])) + self.lower = parameters[1] - k + self.upper = parameters[1] + k + else: + self.lower = min(parameters) + self.upper = max(parameters) + self.metadata = {} def transform(self, x): diff --git a/pyFTS/common/Membership.py b/pyFTS/common/Membership.py index 3561253..e84f8c6 100644 --- a/pyFTS/common/Membership.py +++ b/pyFTS/common/Membership.py @@ -87,4 +87,4 @@ def singleton(x, parameters): :param parameters: a list with one real value :returns """ - return x == parameters[0] + return 1 if x == parameters[0] else 0 diff --git a/pyFTS/partitioners/Simple.py b/pyFTS/partitioners/Simple.py new file mode 100644 index 0000000..edaed4a --- /dev/null +++ b/pyFTS/partitioners/Simple.py @@ -0,0 +1,78 @@ +"""Simple Partitioner for manually informed fuzzy sets""" + +import numpy as np +import math +import random as rnd +import functools, operator +from pyFTS.common import FuzzySet, Membership +from pyFTS.partitioners import partitioner + + +class SimplePartitioner(partitioner.Partitioner): + """Simple Partitioner for manually informed fuzzy sets""" + + def __init__(self, **kwargs): + """ + Simple Partitioner - the fuzzy sets are informed manually + """ + kwargs['preprocess'] = False + + super(SimplePartitioner, self).__init__(name="Simple", **kwargs) + + self.partitions = 0 + + def append(self, name, mf, parameters, **kwargs): + """ + Append a new partition (fuzzy set) to the partitioner + + :param name: Fuzzy set name + :param mf: One of the pyFTS.common.Membership functions + :param parameters: A list with the parameters for the membership function + :param kwargs: Optional arguments for the fuzzy set + """ + if name is None or len(name) == 0: + raise ValueError("The name of the fuzzy set cannot be empty") + + if name in self.sets: + raise ValueError("This name has already been used") + + if mf is None or mf not in (Membership.trimf, Membership.gaussmf, + Membership.trapmf, Membership.singleton, + Membership.sigmf): + raise ValueError("The mf parameter should be one of pyFTS.common.Membership functions") + + if mf == Membership.trimf: + if len(parameters) != 3: + raise ValueError("Incorrect number of parameters for the Membership.trimf") + + centroid = parameters[1] + elif mf == Membership.gaussmf: + if len(parameters) != 2: + raise ValueError("Incorrect number of parameters for the Membership.gaussmf") + + centroid = parameters[0] + elif mf == Membership.trapmf: + if len(parameters) != 4: + raise ValueError("Incorrect number of parameters for the Membership.trapmf") + + centroid = (parameters[1]+parameters[2])/2 + elif mf == Membership.singleton: + if len(parameters) != 1: + raise ValueError("Incorrect number of parameters for the Membership.singleton") + + centroid = parameters[0] + elif mf == Membership.sigmf: + if len(parameters) != 2: + raise ValueError("Incorrect number of parameters for the Membership.sigmf") + + centroid = parameters[1] + (parameters[1] / (2 * parameters[0])) + + self.sets[name] = FuzzySet.FuzzySet(name, mf, parameters, centroid, **kwargs) + self.partitions += 1 + + self.ordered_sets = [key for key in sorted(self.sets.keys(), key=lambda k: self.sets[k].centroid)] + + self.min = self.sets[self.ordered_sets[0]].lower + self.max = self.sets[self.ordered_sets[-1]].upper + + diff --git a/pyFTS/partitioners/partitioner.py b/pyFTS/partitioners/partitioner.py index 9379398..837cee0 100644 --- a/pyFTS/partitioners/partitioner.py +++ b/pyFTS/partitioners/partitioner.py @@ -33,6 +33,7 @@ class Partitioner(object): self.extractor = kwargs.get('extractor', lambda x: x) """Anonymous function used to extract a single primitive type from an object instance""" self.ordered_sets = None + """A ordered list of the fuzzy sets names, sorted by their middle point""" if kwargs.get('preprocess',True): @@ -114,7 +115,7 @@ class Partitioner(object): :param ax: Matplotlib axis """ ax.set_title(self.name) - ax.set_ylim([0, 1]) + ax.set_ylim([0, 1.1]) ax.set_xlim([self.min, self.max]) ticks = [] x = [] @@ -139,12 +140,14 @@ class Partitioner(object): """ if s.mf == Membership.trimf: ax.plot([s.parameters[0], s.parameters[1], s.parameters[2]], [0, s.alpha, 0]) - elif s.mf == Membership.gaussmf: - tmpx = [kk for kk in np.arange(s.lower, s.upper)] - tmpy = [s.membership(kk) for kk in np.arange(s.lower, s.upper)] + elif s.mf in (Membership.gaussmf, Membership.bellmf, Membership.sigmf): + tmpx = np.linspace(s.lower, s.upper, 100) + tmpy = [s.membership(kk) for kk in tmpx] ax.plot(tmpx, tmpy) elif s.mf == Membership.trapmf: ax.plot(s.parameters, [0, s.alpha, s.alpha, 0]) + elif s.mf == Membership.singleton: + ax.plot([s.parameters[0],s.parameters[0]], [0, s.alpha]) def __str__(self): """ diff --git a/pyFTS/tests/general.py b/pyFTS/tests/general.py index d0531bd..03009a0 100644 --- a/pyFTS/tests/general.py +++ b/pyFTS/tests/general.py @@ -9,32 +9,31 @@ import matplotlib.pylab as plt import pandas as pd from pyFTS.common import Util as cUtil, FuzzySet -from pyFTS.partitioners import Grid, Entropy, Util as pUtil +from pyFTS.partitioners import Grid, Entropy, Util as pUtil, Simple from pyFTS.benchmarks import benchmarks as bchmk, Measures from pyFTS.models import chen, yu, cheng, ismailefendi, hofts, pwfts -from pyFTS.common import Transformations +from pyFTS.common import Transformations, Membership tdiff = Transformations.Differential(1) from pyFTS.data import TAIEX, SP500, NASDAQ, Malaysia, Enrollments -train_split = 2000 -test_length = 200 +fig, ax = plt.subplots(nrows=1, ncols=1, figsize=[15,7]) -dataset = TAIEX.get_data() -partitioner = Grid.GridPartitioner(data=dataset[:train_split], npart=35) -partitioner_diff = Grid.GridPartitioner(data=dataset[:train_split], npart=5, transformation=tdiff) +fs = Simple.SimplePartitioner() -pfts1_taiex = pwfts.ProbabilisticWeightedFTS(partitioner=partitioner) -pfts1_taiex.fit(dataset[:train_split], save_model=True, file_path='pwfts', order=1) -pfts1_taiex.shortname = "1st Order" -#print(pfts1_taiex) +fs.append("A", Membership.trimf, [0,1,2]) +fs.append("B", Membership.trapmf, [1,2,3,4]) +fs.append("C", Membership.gaussmf, [5,1]) +fs.append("D", Membership.singleton, [8]) +fs.append("E", Membership.sigmf, [2, 10]) -#tmp = pfts1_taiex.predict(dataset[train_split:train_split+200], type='distribution') +fs.plot(ax) + +print(fs) -tmp = pfts1_taiex.predict(dataset[train_split:train_split+200], type='distribution', steps_ahead=20) ''' #dataset = SP500.get_data()[11500:16000]